diff --git a/README-ja.md b/README-ja.md index 304006b1..bc992558 100644 --- a/README-ja.md +++ b/README-ja.md @@ -5,6 +5,7 @@ [![简体中文](https://img.shields.io/badge/简体中文-点击查看-orange)](README-zh.md) [![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) [![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) [![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) [![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) @@ -69,12 +70,14 @@ MCPをサポートするクライアントのリストです。 > [!NOTE] > 現在、リポジトリと同期されている[ウェブのディレクトリ](https://glama.ai/mcp/servers)があります。 +* 🔗 - [Aggregators](#aggregators) * 📂 - [ブラウザ自動化](#browser-automation) * 🎨 - [芸術と文化](#art-and-culture) * ☁️ - [クラウドプラットフォーム](#cloud-platforms) * 💬 - [コミュニケーション](#communication) * 👤 - [顧客データプラットフォーム](#customer-data-platforms) * 🗄️ - [データベース](#databases) +* 📊 - [データプラットフォーム](#data-platforms) * 🛠️ - [開発者ツール](#developer-tools) * 📂 - [ファイルシステム](#file-systems) * 🎮 - [ ゲーミング](#gaming) @@ -87,6 +90,16 @@ MCPをサポートするクライアントのリストです。 * 🔄 - [バージョン管理](#version-control) * 🛠️ - [その他のツールと統合](#other-tools-and-integrations) +### 🔗 アグリゲーター + +単一のMCPサーバーを通じて多くのアプリやツールにアクセスするためのサーバー。 + +- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Web APIを10秒でMCPサーバーに変換し、オープンソースレジストリに追加する: https://open-mcp.org +- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - 複数のMCPサーバーを1つの統一エンドポイントに構成するためのプロキシツール。Nginxがウェブサーバーのために機能するのと同様に、複数のMCPサーバー間でリクエストの負荷分散を行うことで、AIツールをスケーリングします。 +- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCPは、GUIでMCP接続を管理する統合ミドルウェアMCPサーバーです。 +- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - サーバー側のコードに変更を加えることなく、Web API を 1 回のクリックで MCP サーバーに変換します。。 +- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - MCPを通じてGoogleのImagen 3.0 APIを使用する強力な画像生成ツール。高度な写真、芸術的、写実的なコントロールでテキストプロンプトから高品質な画像を生成します。 + ### 📂 ブラウザ自動化 Webコンテンツのアクセスと自動化機能。AIに優しい形式でWebコンテンツを検索、スクレイピング、処理することができます。 @@ -98,11 +111,13 @@ Webコンテンツのアクセスと自動化機能。AIに優しい形式でWeb - [@kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - Azure OpenAIとPlaywrightを使用した「最小限の」サーバー/クライアントMCP実装。 - [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 用の Apple Reminders と統合された MCP サーバーです。 - [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - Bilibiliコンテンツの検索をサポートするMCPサーバー。LangChain連携のサンプルとテストスクリプトを提供。 +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - MCPとA2Aをネイティブにサポートする、エージェント駆動のセルフホスト型ブラウザ。 ### 🎨 芸術と文化 美術コレクション、文化遺産、博物館データベースにアクセスして探索できます。AIモデルは、芸術的および文化的なコンテンツを検索および分析できます。 +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - 包括的で正確な八字（四柱推命）の命式作成と占い情報を提供 - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - アニメとマンガの情報をAniList APIと連携するMCPサーバー ### ☁️ クラウドプラットフォーム @@ -111,34 +126,45 @@ Webコンテンツのアクセスと自動化機能。AIに優しい形式でWeb - [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Workers、KV、R2、D1を含むCloudflareサービスとの統合 - [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ MCPを通じたKubernetesクラスター操作 +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - IPFSストレージのアップロードと操作 +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - MCPサーバーは、AIアシスタントがAlibaba Cloud上のリソースを運用・管理できるようにし、ECS、クラウドモニタリング、OOS、およびその他の広く使用されているクラウド製品をサポートします。 - [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 Kubernetes クラスターのリソース管理と、クラスターとアプリケーションの健全性ステータスの詳細な分析を提供します。 - [weibaohui/k8m](https://github.com/weibaohui/k8m) - 🏎️ ☁️/🏠 MCPマルチクラスターKubernetesの管理と運用を提供し、管理インターフェース、ログ機能を備え、一般的な運用・開発シナリオをカバーする約50種類のツールを内蔵。標準リソースおよびCRDリソースをサポート。 - [weibaohui/kom](https://github.com/weibaohui/kom) - 🏎️ ☁️/🏠 MCPマルチクラスターKubernetesの管理と運用を提供。SDKとして自身のプロジェクトに統合可能で、一般的な運用・開発シナリオをカバーする約50種類のツールを内蔵。標準リソースおよびCRDリソースをサポート。 +- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8Sは、AI駆動のKubernetesリソース管理ツールで、自然言語インタラクションを通じて、ユーザーがKubernetesクラスター内の任意のリソース（ネイティブリソース（DeploymentやServiceなど）やカスタムリソース（CRD）を含む）を操作できるようにします。複雑なコマンドを覚える必要はなく、要件を説明するだけで、AIが対応するクラスター操作を正確に実行し、Kubernetesの使いやすさを大幅に向上させます。 +- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) - 🏎️ ☁️/🏠 強力なMCPサーバーで、AIアシスタントがPortainerインスタンスとシームレスに連携し、コンテナ管理、デプロイメント操作、インフラストラクチャ監視機能に自然言語でアクセスできるようにします。 + ### 💬 コミュニケーション メッセージ管理とチャネル操作のためのコミュニケーションプラットフォームとの統合。AIモデルがチームコミュニケーションツールと対話できるようにします。 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - チャネル管理とメッセージングのためのSlackワークスペース統合 -- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - クエリとインタラクションのためのBlueskyインスタンス統合 +- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - クエリとインタラクションのためのBlueskyインスタンス統合 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - GmailとGoogleカレンダーとの統合。 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - MCPサーバーアプリケーションは、WeComグループロボットにさまざまなタイプのメッセージを送信します。 +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - Messaging APIを利用したLINE公式アカウントとの統合 - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 VRChat APIと対話するためのMCPサーバーです。VRChatのフレンドやワールド、アバターなどの情報を取得することができます。 - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - GoogleカレンダーAPIと連携するためのMCPサーバーです。GoogleCalendar APIの作成、更新、取得、削除ができます。また、TypeScriptベースです。 - [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) ntfy を使用してスマートフォンに通知を送信し、情報を確実に伝達する MCP サーバーです。 +- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - YCloudプラットフォーム経由でWhatsAppビジネスメッセージを送信するためのMCPサーバー。 +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - Product Huntのための MCP サーバー。トレンド投稿、コメント、コレクション、ユーザーなどと対話できます。 ### 👤 顧客データプラットフォーム 顧客データプラットフォーム内の顧客プロファイルへのアクセスを提供します。 - [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - Apache Unomi CDPサーバー上のプロファイルにアクセスし、更新するためのMCPサーバー。 +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - [AntV](https://github.com/antvis) をベースにしたデータ可視化チャートを生成する MCP Server プラグイン。 ### 🗄️ データベース スキーマ検査機能を備えた安全なデータベースアクセス。読み取り専用アクセスを含む構成可能なセキュリティ制御を使用してデータをクエリおよび分析することができます。 +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - 七牛クラウド製品に基づいて構築されたMCP、七牛クラウドストレージやインテリジェントマルチメディアサービスなどへのアクセスをサポートします。 - [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - テーブル ストア用の MC P サービスには、ドキュメントの追加、ドキュメント ベースのセマンティック検索、ドン ベクトル サンド スカラーがラグ フレンドリーでサーバー レスなどの機能があります。 aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存储(Tablestore)的 MCP 服务器实现，特性包括添加文档、基于向量和标量进行语义搜索、RAG友好。 - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - MCPサーバーの実装で、Elasticsearchとのインタラクションを提供します +- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - パフォーマンス分析、チューニング、ヘルスチェックのためのツールを備えた、Postgres開発と運用のためのオールインワンMCPサーバー - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - スキーマ検査、読み取り/書き込み機能を備えた Airtable データベース統合 - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - スキーマ検査とクエリ機能を備えたBigQueryデータベース統合 - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB データベースの統合、テーブル構造の作成（DDL）および SQL の実行 @@ -151,16 +177,25 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - LLMがデータベースと直接対話できるようにするMongoDB統合。 - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - クエリとAPI機能を備えたTinybird統合 - [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) 📇 🏠 - MongoDBのためのモデルコンテキストプロトコルサーバー +- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - Trino用のModel Context Protocol (MCP)サーバーのGo実装。 - [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) 🐍 ☁️ - コレクションとインデックスの紹介、ベクトルストアと検索機能を備えたVikingDB統合。 - [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Serverなど多数のデータベースをサポートするSQLAlchemyベースの汎用データベース統合。スキーマと関係の検査、大規模データセット分析機能を備えています。 - [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - GreptimeDBのMCPサービスにクエリを実行する。 - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - Google Sheetsと対話するためのモデルコンテキストプロトコルサーバー。このサーバーはGoogle Sheets APIを通じてスプレッドシートの作成、読み取り、更新、管理のためのツールを提供します。 +- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 包括的な読み取り、書き込み、フォーマット、シート管理機能を備えたGoogle Sheets API統合のMCPサーバー。 +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – MCPサーバー：[YDB](https://ydb.tech)データベースと対話するための。 +### 📊 データプラットフォーム + +データ統合、変換、パイプライン オーケストレーションのためのデータ プラットフォーム。 + +- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - Flowcore と対話してアクションを実行し、データを取り込み、データ コア内またはパブリック データ コア内のあらゆるデータを分析、相互参照、活用します。これらはすべて人間の言語で実行できます。 ### 💻 開発者ツール 開発ワークフローと環境管理を強化するツールと統合。 +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/)テスト管理システムとの統合。LLMがテストケースを発見、要約、操作できるようにし、AI搭載IDEから直接アクセス可能 - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCPを通じたDockerコンテナの管理と操作 - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - JSON、テキスト、HTMLデータを柔軟に取得するためのMCPサーバー - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - Google タスクを管理するための MCP サーバー @@ -177,6 +212,11 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP サーバーが [Higress](https://github.com/alibaba/higress/blob/main/README_JP.md) ゲートウェイの構成と操作を管理するための全面的なツールを提供します。 - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - LLMがOpenAPI仕様のすべてを理解し、コードの発見、説明、生成、モックデータの作成を可能にするMCPサーバー - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - OpenAPIスキーマを使用してAIエージェントと任意のAPIをシームレスに統合 +- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – Cursor AI のようなコーディングエージェントを強化するために設計された、プログラミング特化型のタスク管理システム。高度なタスク記憶、自省、依存関係の管理機能を備えています。[ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) +- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - Docker 経由でローカルにコードを実行し、複数のプログラミング言語をサポートする MCP サーバー +- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - EdgeOne Pagesに HTMLコンテンツをデプロイし、公開アクセス可能なURLを取得するためのMCPサービスです。 +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCPサーバーは、ユーザーの自然言語コマンドをROSまたはROS2の制御コマンドに変換することで、ロボットの制御を支援します。 + ### 📂 ファイルシステム @@ -194,14 +234,17 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - 実際のFantasy Premier Leagueデータと分析ツールのためのMCPサーバー - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) 📇 #️⃣ 🏠 - Unity3dゲームエンジン統合によるゲーム開発用MCPサーバー +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - League of Legends、TFT、Valorantなどの人気ゲームのリアルタイムゲームデータにアクセスし、チャンピオン分析、eスポーツスケジュール、メタ構成、キャラクター統計を提供します。 ### 🧠 知識と記憶 知識グラフ構造を使用した永続的なメモリストレージ。セッション間で構造化情報を維持およびクエリすることができます。 +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - [markmap](https://github.com/markmap/markmap) を基にしたMCPサーバーで、**Markdown**をインタラクティブな**マインドマップ**に変換します。複数のフォーマット（PNG/JPG/SVG）でのエクスポート、ブラウザでのリアルタイムプレビュー、ワンクリックでのMarkdownコピー、ダイナミックな視覚化機能をサポートしています。 - [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - コンテキストを維持するための知識グラフベースの長期記憶システム - [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - AIロールプレイとストーリー生成に焦点を当てた強化されたグラフベースのメモリ - [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - CursorやWindsurfなどのIDEでコーディングの好みやパターンを管理するためのMem0用モデルコンテキストプロトコルサーバー。コード実装、ベストプラクティス、技術文書の保存、取得、意味的な処理のためのツールを提供します +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - あなたの [Ragie](https://www.ragie.ai) (RAG) ナレッジベースから、Google Drive、Notion、JIRAなどの連携サービスに接続されたコンテキストを取得します。 ### 🗺️ 位置情報サービス @@ -213,11 +256,13 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 アプリケーション監視データへのアクセスと分析。エラーレポートとパフォーマンスメトリクスをレビューすることができます。 +- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - Grafana API を通じて Loki ログをクエリできる MCP サーバー。 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - エラートラッキングとパフォーマンス監視のためのSentry.io統合 -- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - クラッシュレポートとリアルユーザーモニタリングのためのRaygun API V3統合 +- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - クラッシュレポートとリアルユーザーモニタリングのためのRaygun API V3統合 ### 🔎 検索 +- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless Model Context Protocolサービスは、MCPエコシステム内で離れることなくWeb検索を可能にするGoogle SERP APIへのMCPサーバコネクタとして機能します。 - [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Braveの検索APIを使用したWeb検索機能 - [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - [Dumpling AI](https://www.dumplingai.com/) によるデータ取得、Webスクレイピング、ドキュメント変換API - [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - NYTimes APIを使用して記事を検索 @@ -236,9 +281,12 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - 自動トピック分類、多言語サポート、[SerpAPI](https://serpapi.com/)を通じたヘッドライン、ストーリー、関連トピックの包括的な検索機能を備えたGoogle News統合。 - [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) 🐍 ☁️ - Unsplash 画像検索機能の統合用 - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - OpenAI の組み込み `web_search` ツールを MCP サーバーに変換して使用します。 +- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - Web Platform APIを使ってBaselineの状態を検索してくれるMCPサーバー +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - CRICプロパティAIプラットフォームに接続するMCPサーバーです。CRICプロパティAIは、克而瑞がプロパティ業界向けに開発したインテリジェントAIアシスタントです。 ### 🔒 セキュリティ +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – AIエージェントが認証アプリと連携できるようにする安全なMCP（Model Context Protocol）サーバー。 - [fosdickio/binary_ninja_mcp](https://github.com/Vector35/binaryninja-mcp) 🐍 🏠 🍎 🪟 🐧 - Binary NinjaのためのMCPサーバーとブリッジ。バイナリ分析とリバースエンジニアリングのためのツールを提供します。 - [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ 強力なモデルコンテキストプロトコル（MCP）サーバーで、npmパッケージ依存関係のセキュリティ脆弱性を監査します。リモートnpmレジストリ統合を備えたリアルタイムセキュリティチェックを使用して構築されています。 - [GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - GhidraをAIアシスタントと統合するためのMCPサーバー。このプラグインはバイナリ分析を可能にし、モデルコンテキストプロトコルを通じて関数検査、逆コンパイル、メモリ探索、インポート/エクスポート分析などのツールを提供します。 @@ -273,6 +321,7 @@ Gitリポジトリおよびバージョン管理プラットフォームとの - [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - ほぼすべてのファイルやウェブコンテンツをMarkdownに変換するMCPサーバー - [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) 📇 ☁️ - OpenAIの最も賢いモデルとチャット - [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - Goドキュメントサーバーで、AIアシスタントがパッケージドキュメントとタイプにスマートにアクセスできるようにします。 +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - 通常の GraphQL クエリ/ミューテーション定義ツールを使用すると、gqai によって MCP サーバーが自動的に生成されます。 - [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - MCPプロトコルを使用してClaudeから直接OpenAIモデルにクエリを送信 - [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCPプロトコルのすべての機能を実行するMCPサーバー - [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) 🐍 ☁️ - Phabricator APIとの対話 @@ -304,12 +353,15 @@ Gitリポジトリおよびバージョン管理プラットフォームとの - [sparfenyuk/mcp-proxy](https://github.com/sparfenyuk/mcp-proxy) 🐍 MCP stdioからSSEへのトランスポートゲートウェイ。 - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) 🐍 - 画面上のGUIの自動操作 - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ [Kibela](https://kibe.la/)との連携 +- [kiwamizamurai/mcp-kibela-server](https://github.com/kiwamizamurai/mcp-kibela-server) - 📇 ☁️ より強力な[Kibela](https://kibe.la/)との連携 - [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - Replicate APIを通じて画像を生成する機能を提供します。 - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍏 - キーボード入力やマウス移動などのコマンドが実行できるMCPサーバー - [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) 🏠 - Gradle Tooling API を使用してプロジェクトを検査し、タスクを実行し、テスト結果をテストごとに報告するGradle連携 - [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - 🏎️ 🏠 この MCP サーバーは、[Plane](https://plane.so) API を通じてプロジェクトや課題を管理するのに役立ちます - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - AIモデルが [HackMD](https://hackmd.io) と連携できるようにします。 - [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ 語雀APIと統合するためのModel-Context-Protocol (MCP)サーバー。AIモデルがドキュメントを管理し、ナレッジベースと対話し、コンテンツを検索し、語雀プラットフォームの分析データにアクセスできるようにします。 +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - Ankr Advanced APIをラップするMCPサーバー実装。イーサリアム、BSC、ポリゴン、アバランチなど複数のブロックチェーンにわたるNFT、トークン、ブロックチェーンデータにアクセスできます。 +- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - ローカルユーザープロンプトとチャット機能を MCP ループに直接追加することで、インタラクティブな LLM ワークフローを有効にします。 ## フレームワーク diff --git a/README-ko.md b/README-ko.md index d21e23aa..1cadf3b4 100644 --- a/README-ko.md +++ b/README-ko.md @@ -5,6 +5,7 @@ [![简体中文](https://img.shields.io/badge/简体中文-点击查看-orange)](README-zh.md) [![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) [![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) [![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) [![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) @@ -68,6 +69,7 @@ > [!참고] > 이제 리포지토리와 동기화되는 [웹 기반 디렉토리](https://glama.ai/mcp/servers)가 있습니다. +* 🔗 - [Aggregators](#aggregators) * 📂 - [브라우저 자동화](#browser-automation) * 🎨 - [예술 및 문화](#art-and-culture) * ☁️ - [클라우드 플랫폼](#cloud-platforms) @@ -75,6 +77,7 @@ * 💬 - [커뮤니케이션](#communication) * 👤 - [고객 데이터 플랫폼](#customer-data-platforms) * 🗄️ - [데이터베이스](#databases) +* 📊 - [데이터 플랫폼](#data-platforms) * 🛠️ - [개발자 도구](#developer-tools) * 📂 - [파일 시스템](#file-systems) * 💰 - [금융 및 핀테크](#finance--fintech) @@ -91,6 +94,16 @@ * 🔄 - [버전 관리](#version-control) * 🛠️ - [기타 도구 및 통합](#other-tools-and-integrations) +### 🔗 애그리게이터 + +단일 MCP 서버를 통해 많은 앱과 도구에 접근하기 위한 서버입니다. + +- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - 웹 API를 10초 만에 MCP 서버로 전환하고 오픈 소스 레지스트리에 추가하세요: https://open-mcp.org +- [tigranbs/mcgravity](https://github.com/krayniok/mcgravity) 📇 🏠 🪟 🐧 - 여러 MCP 서버를 단일 연결 포인트로 통합하여 프록시하는 도구로, 요청 부하를 분산하여 AI 도구를 확장합니다. +- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP는 GUI를 통해 MCP 연결을 관리하는 통합 미들웨어 MCP 서버입니다. +- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 서버 측 코드를 변경하지 않고 한 번의 클릭으로 웹 API를 MCP 서버로 변환합니다. +- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - MCP를 통해 Google의 Imagen 3.0 API를 사용하는 강력한 이미지 생성 도구. 고급 사진, 예술 및 사실적인 컨트롤로 텍스트 프롬프트에서 고품질 이미지를 생성합니다. + ### 📂 브라우저 자동화 웹 콘텐츠 접근 및 자동화 기능. AI 친화적인 형식으로 웹 콘텐츠 검색, 스크래핑 및 처리를 가능하게 합니다. @@ -105,11 +118,13 @@ - [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - SSE 전송을 지원하는 MCP 서버로 패키징된 browser-use. Docker에서 Chromium을 실행하기 위한 Dockerfile + VNC 서버 포함. - [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - Bilibili 콘텐츠 검색을 지원하는 MCP 서버. LangChain 통합 예제 및 테스트 스크립트 제공. - [@getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 🐍 🏠 - 모든 웹사이트에서 구조화된 데이터 추출. 프롬프트만 입력하면 JSON 획득. +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - MCP 및 A2A를 기본 지원하는 에이전트 기반의 자체 호스팅 브라우저 ### 🎨 예술 및 문화 예술 컬렉션, 문화 유산 및 박물관 데이터베이스에 접근하고 탐색합니다. AI 모델이 예술 및 문화 콘텐츠를 검색하고 분석할 수 있게 합니다. +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - 포괄적이고 정확한 사주팔자(八字) 분석과 해석 제공 - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 📹🎬 - Video Jungle 컬렉션에서 비디오 편집 추가, 분석, 검색 및 생성 - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - 작품 검색, 세부 정보 및 컬렉션을 위한 Rijksmuseum API 통합 - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - 애니메이션 및 만화 정보를 위한 AniList API를 통합하는 MCP 서버 @@ -118,14 +133,18 @@ 클라우드 플랫폼 서비스 통합. 클라우드 인프라 및 서비스의 관리 및 상호 작용을 가능하게 합니다. +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - 치니우안(七牛云) 제품으로 구축된 MCP는 치니우안 스토리지, 지능형 멀티미디어 서비스 등에 접근할 수 있습니다. - [Cloudflare MCP 서버](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Workers, KV, R2 및 D1을 포함한 Cloudflare 서비스와의 통합 +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - IPFS 스토리지 업로드 및 조작 - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - AI 어시스턴트가 AWS CLI 명령을 실행하고, 유닉스 파이프를 사용하며, 안전한 Docker 환경에서 일반적인 AWS 작업을 위한 프롬프트 템플릿을 멀티 아키텍처 지원으로 적용할 수 있게 하는 가볍지만 강력한 서버 +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - 알리바바 클라우드에서 AI 어시스턴트가 리소스를 운영하고 관리할 수 있게 해주는 MCP 서버로, ECS, 클라우드 모니터링, OOS 및 기타 널리 사용되는 클라우드 제품들을 지원합니다. - [Kubernetes MCP 서버](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️/🏠 MCP를 통한 쿠버네티스 클러스터 운영 - [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 파드, 디플로이먼트, 서비스를 위한 쿠버네티스 클러스터 운영의 타입스크립트 구현 - [@manusa/Kubernetes MCP 서버](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 OpenShift를 추가로 지원하는 강력한 쿠버네티스 MCP 서버. **모든** 쿠버네티스 리소스에 대한 CRUD 작업을 제공하는 것 외에도, 이 서버는 클러스터와 상호 작용하기 위한 전문 도구를 제공합니다. - [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 쿠버네티스 관리 및 클러스터, 애플리케이션 상태 분석을 위한 MCP 서버 - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - Netskope Private Access 환경 내의 모든 Netskope Private Access 구성 요소에 대한 접근을 제공하는 MCP. 자세한 설정 정보와 사용법에 대한 LLM 예제 포함. - [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - AI 어시스턴트가 Terraform 환경을 관리하고 운영할 수 있게 하는 Terraform MCP 서버. 구성 읽기, 계획 분석, 구성 적용 및 Terraform 상태 관리를 가능하게 합니다. +- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S는 AI 기반 Kubernetes 리소스 관리 도구로, 자연어 상호작용을 통해 사용자가 Kubernetes 클러스터의 모든 리소스(네이티브 리소스(예: Deployment, Service) 및 사용자 정의 리소스(CRD) 포함)를 운영할 수 있게 합니다. 복잡한 명령어를 외울 필요 없이 요구사항만 설명하면 AI가 해당 클러스터 작업을 정확하게 실행하여 Kubernetes의 사용성을 크게 향상시킵니다. ### 🖥️ 커맨드 라인 @@ -143,15 +162,18 @@ - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - Google Tasks를 관리하기 위한 MCP 서버 - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - 모델 컨텍스트 프로토콜(MCP)을 통해 iMessage 데이터베이스에 안전하게 접근할 수 있게 하는 MCP 서버. LLM이 적절한 전화번호 유효성 검사 및 첨부 파일 처리로 iMessage 대화를 쿼리하고 분석할 수 있도록 지원합니다. - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 채널 관리 및 메시징을 위한 Slack 워크스페이스 통합 -- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - 쿼리 및 상호 작용을 위한 Bluesky 인스턴스 통합 +- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - 쿼리 및 상호 작용을 위한 Bluesky 인스턴스 통합 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - Gmail 및 Google Calendar와의 통합. - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 트위터 검색 및 타임라인과 상호 작용 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - WeCom 그룹 로봇에게 다양한 유형의 메시지를 보내는 MCP 서버 애플리케이션. - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) - 🌐 ☁️ - Nostr과 상호 작용하여 노트 게시 등을 할 수 있는 Nostr MCP 서버. - [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - 🐍 ☁️ - Inbox Zero를 위한 MCP 서버. 답장해야 할 이메일이나 후속 조치가 필요한 이메일을 찾는 등 Gmail 위에 기능을 추가합니다. - [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - 모델 컨텍스트 프로토콜(MCP)을 통해 iMessage 데이터베이스와 안전하게 인터페이스하는 MCP 서버로, LLM이 iMessage 대화를 쿼리하고 분석할 수 있게 합니다. 강력한 전화번호 유효성 검사, 첨부 파일 처리, 연락처 관리, 그룹 채팅 처리 및 메시지 송수신 전체 지원을 포함합니다. +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - LINE 공식 계정을 통합하는 MCP 서버 - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 VRChat API와 상호 작용하기 위한 MCP 서버입니다. VRChat에서 친구, 월드, 아바타 등에 대한 정보를 검색할 수 있습니다. - [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) - 📇 ☁️ - Google Tasks API와 인터페이스하기 위한 MCP 서버 +- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - YCloud 플랫폼을 통해 WhatsApp 비즈니스 메시지를 발송하는 MCP 서버입니다. +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - Product Hunt을 위한 MCP 서버. 트렌딩 게시물, 댓글, 컬렉션, 사용자 등과 상호 작용할 수 있습니다. ### 👤 고객 데이터 플랫폼 @@ -161,6 +183,14 @@ - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - 모델 컨텍스트 프로토콜을 사용하여 모든 개방형 데이터를 모든 LLM에 연결합니다. - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - 모든 MCP 클라이언트에서 Tinybird 워크스페이스와 상호 작용하기 위한 MCP 서버. - [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - [iaptic](https://www.iaptic.com)과 연결하여 고객 구매, 거래 데이터 및 앱 수익 통계에 대해 질문합니다. +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - [AntV](https://github.com/antvis) 를 기반으로 데이터 시각화 차트를 생성하는 MCP Server 플러그인. + +### 📊 데이터 플랫폼 + +데이터 통합, 변환 및 파이프라인 오케스트레이션을 위한 데이터 플랫폼. + +- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - Flowcore와 상호 작용하여 작업을 수행하고, 데이터를 수집하고, 데이터 코어나 공개 데이터 코어에 있는 모든 데이터를 분석, 교차 참조하고 활용할 수 있습니다. 이 모든 작업은 인간 언어를 사용합니다. + ### 🗄️ 데이터베이스 @@ -168,6 +198,7 @@ - [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - Tablestore용 MCP 서비스, 문서 추가, 벡터 및 스칼라 기반 문서의 시맨틱 검색, RAG 친화적, 서버리스 기능 포함. - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - Elasticsearch 상호 작용을 제공하는 MCP 서버 구현 +- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - Postgres 개발 및 운영을 위한 올인원 MCP 서버로, 성능 분석, 튜닝 및 상태 점검을 위한 도구 제공 - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - 스키마 검사, 읽기 및 쓰기 기능을 갖춘 Airtable 데이터베이스 통합 - [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - AI 도구를 Airtable에 직접 연결합니다. 자연어를 사용하여 레코드를 쿼리, 생성, 업데이트 및 삭제합니다. 베이스 관리, 테이블 작업, 스키마 조작, 레코드 필터링 및 표준화된 MCP 인터페이스를 통한 데이터 마이그레이션 기능 포함. - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - 스키마 검사 및 쿼리 기능을 갖춘 BigQuery 데이터베이스 통합 @@ -180,7 +211,7 @@ - [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - Apache Kafka 및 Timeplus용 MCP 서버. Kafka 토픽 나열, Kafka 메시지 폴링, Kafka 데이터 로컬 저장 및 Timeplus를 통한 SQL로 스트리밍 데이터 쿼리 가능 - [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - 다중 사용자 동기화를 지원하는 Fireproof 원장 데이터베이스 - [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - 구성 가능한 접근 제어, 스키마 검사 및 포괄적인 보안 지침을 갖춘 MySQL 데이터베이스 통합 -- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 🐍 🏠 - 안전한 MySQL 데이터베이스 운영을 제공하는 Node.js 기반 MySQL 데이터베이스 통합 +- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - 안전한 MySQL 데이터베이스 운영을 제공하는 Node.js 기반 MySQL 데이터베이스 통합 - [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – Golang으로 구축된 고성능 다중 데이터베이스 MCP 서버, MySQL & PostgreSQL 지원 (NoSQL 곧 지원 예정). 쿼리 실행, 트랜잭션 관리, 스키마 탐색, 쿼리 빌딩 및 성능 분석을 위한 내장 도구 포함, 향상된 데이터베이스 워크플로우를 위한 원활한 Cursor 통합. - [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - 스키마 검사 및 쿼리 기능을 갖춘 PostgreSQL 데이터베이스 통합 - [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 내장 분석 기능을 갖춘 SQLite 데이터베이스 운영 @@ -188,6 +219,7 @@ - [@alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - SQL 쿼리 실행 및 데이터베이스 탐색 도구를 지원하는 Supabase MCP 서버 - [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - 스키마 검사 및 쿼리 기능을 갖춘 DuckDB 데이터베이스 통합 - [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - Trino 클러스터에서 데이터를 쿼리하고 접근하기 위한 Trino MCP 서버. +- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - Trino를 위한 Model Context Protocol (MCP) 서버의 Go 구현. - [memgraph/mcp-memgraph](https://github.com/memgraph/mcp-memgraph) 🐍 🏠 - Memgraph MCP 서버 - Memgraph에 대한 쿼리 실행 도구 및 스키마 리소스 포함. - [furey/mongodb-lens](https://github.com/furey/mongodb-lens) 📇 🏠 - MongoDB Lens: MongoDB 데이터베이스를 위한 모든 기능을 갖춘 MCP 서버 - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - LLM이 데이터베이스와 직접 상호 작용할 수 있게 하는 MongoDB 통합. @@ -209,13 +241,16 @@ - [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - GreptimeDB 쿼리를 위한 MCP 서버. - [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - InfluxDB OSS API v2에 대한 쿼리 실행. - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - Google Sheets와 상호 작용하기 위한 모델 컨텍스트 프로토콜 서버. 이 서버는 Google Sheets API를 통해 스프레드시트를 생성, 읽기, 업데이트 및 관리하는 도구를 제공합니다. +- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 포괄적인 읽기, 쓰기, 서식 지정 및 시트 관리 기능을 갖춘 Google Sheets API 통합 MCP 서버. - [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) 🐍 🏠 - Qdrant MCP 서버 +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – MCP 서버: [YDB](https://ydb.tech) 데이터베이스와 상호 작용하기 위한 ### 💻 개발자 도구 개발 워크플로우 및 환경 관리를 향상시키는 도구 및 통합. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - 최고의 21st.dev 디자인 엔지니어에게서 영감을 받은 맞춤형 UI 컴포넌트 생성. +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - [QA Sphere](https://qasphere.com/) 테스트 관리 시스템과의 통합. LLM이 테스트 케이스를 발견, 요약, 상호작용할 수 있도록 하며 AI 기반 IDE에서 직접 접근 가능 - [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Opik이 캡처한 LLM 관찰 가능성, 추적 및 모니터링 데이터와 자연어로 대화합니다. - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - 코딩 에이전트가 Figma 데이터에 직접 접근하여 디자인 구현을 한 번에 완료하도록 돕습니다. - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - MCP를 통한 Docker 컨테이너 관리 및 운영 @@ -244,6 +279,11 @@ - [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - MCP를 사용한 Claude Code 기능 구현으로, 포괄적인 도구 지원을 통해 AI 코드 이해, 수정 및 프로젝트 분석 가능. - [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) 🎖️ 📇 ☁️ - [Firefly](https://firefly.ai)를 사용하여 클라우드 리소스를 통합, 검색, 관리 및 코드화합니다. - [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - 에이전트가 학습되지 않은 API로 작업할 수 있도록 타입스크립트 API 정보를 효율적으로 제공하는 MCP 서버 +- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – Cursor AI 같은 코딩 에이전트를 강화하기 위해 설계된 프로그래밍 전용 작업 관리 시스템으로, 고급 작업 메모리, 자기 성찰, 의존성 관리 기능을 갖추고 있습니다. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) +- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - Docker를 통해 로컬로 코드를 실행하고 여러 프로그래밍 언어를 지원하는 MCP 서버입니다 +- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - EdgeOne Pages에 HTML 콘텐츠를 배포하고 공개적으로 접근 가능한 URL을 얻기 위한 MCP 서비스입니다. +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCP 서버는 사용자의 자연어 명령을 ROS 또는 ROS2 제어 명령으로 변환함으로써 로봇의 제어를 지원합니다. + ### 🧮 데이터 과학 도구 @@ -288,6 +328,8 @@ - [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - 여러 블록체인에서 ERC-20 토큰을 발행하는 도구를 AI 에이전트에게 제공하는 MCP 서버. - [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - The Graph의 인덱싱된 블록체인 데이터로 AI 에이전트를 강화하는 MCP 서버. - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 암호화폐 가격을 가져오기 위한 Bitget API. +- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - baostock 기반 MCP 서버로 중국 주식 시장 데이터에 대한 액세스 및 분석 기능을 제공합니다. +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - CRIC부동산AI 플랫폼에 접속하는 MCP 서버입니다. CRIC부동산AI는 커얼루이가 부동산 업계를 위해 특별히 개발한 지능형 AI 어시스턴트입니다. ### 🎮 게임 @@ -296,6 +338,7 @@ - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - Godot 게임 엔진과 상호 작용하기 위한 MCP 서버, Godot 프로젝트에서 장면 편집, 실행, 디버깅 및 관리 도구 제공. - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - 실시간 판타지 프리미어 리그 데이터 및 분석 도구를 위한 MCP 서버. - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) 📇 #️⃣ 🏠 - 게임 개발을 위한 Unity3d 게임 엔진 통합용 MCP 서버 +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - 리그 오브 레전드, TFT, 발로란트와 같은 인기 게임의 실시간 게임 데이터에 접근하여 챔피언 분석, e스포츠 일정, 메타 구성 및 캐릭터 통계를 제공합니다. ### 🧠 지식 및 메모리 @@ -304,10 +347,12 @@ - [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - AI 역할극 및 스토리 생성에 중점을 둔 향상된 그래프 기반 메모리 - [/topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - 다양한 그래프 및 벡터 저장소를 사용하고 30개 이상의 데이터 소스에서 수집을 허용하는 AI 앱 및 에이전트용 메모리 관리자 - [@hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - 벡터 검색을 통해 문서를 검색하고 처리하는 도구를 제공하는 MCP 서버 구현으로, AI 어시스턴트가 관련 문서 컨텍스트로 응답을 보강할 수 있도록 지원합니다. +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - [markmap](https://github.com/markmap/markmap)을 기반으로 구축된 MCP 서버로, **Markdown**을 대화형 **마인드맵**으로 변환합니다. 다양한 형식(PNG/JPG/SVG) 내보내기, 브라우저 실시간 미리보기, 원클릭 Markdown 복사 및 동적 시각화 기능을 지원합니다. - [@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - LLM이 Zotero 클라우드의 컬렉션 및 소스와 함께 작업할 수 있도록 하는 커넥터 - [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI 요약 MCP 서버, 여러 콘텐츠 유형 지원: 일반 텍스트, 웹 페이지, PDF 문서, EPUB 책, HTML 콘텐츠 - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Slack, Discord, 웹사이트, Google Drive, Linear 또는 GitHub에서 무엇이든 Graphlit 프로젝트로 수집한 다음 Cursor, Windsurf 또는 Cline과 같은 MCP 클라이언트 내에서 관련 지식을 검색하고 검색합니다. - [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 코딩 선호도 및 패턴 관리를 돕는 Mem0용 모델 컨텍스트 프로토콜 서버로, Cursor 및 Windsurf와 같은 IDE에서 코드 구현, 모범 사례 및 기술 문서를 저장, 검색 및 의미론적으로 처리하는 도구를 제공합니다. +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Google Drive, Notion, JIRA 등과 같은 통합 서비스에 연결된 [Ragie](https://www.ragie.ai) (RAG) 지식 베이스에서 컨텍스트를 검색합니다. ### 🗺️ 위치 서비스 @@ -330,8 +375,9 @@ 애플리케이션 모니터링 데이터 접근 및 분석. AI 모델이 오류 보고서 및 성능 지표를 검토할 수 있게 합니다. +- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - Grafana API를 통해 Loki 로그를 쿼리할 수 있는 MCP 서버입니다. - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - 오류 추적 및 성능 모니터링을 위한 Sentry.io 통합 -- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - 충돌 보고 및 실제 사용자 모니터링을 위한 Raygun API V3 통합 +- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - 충돌 보고 및 실제 사용자 모니터링을 위한 Raygun API V3 통합 - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Metoro로 모니터링되는 쿠버네티스 환경 쿼리 및 상호 작용 - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Grafana 인스턴스에서 대시보드 검색, 인시던트 조사 및 데이터 소스 쿼리 - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - Logfire를 통해 OpenTelemetry 추적 및 메트릭에 대한 접근 제공 @@ -340,6 +386,7 @@ ### 🔎 검색 +- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless Model Context Protocol 서비스는 MCP 생태계 내에서 떠나지 않고 웹 검색을 가능하게 하는 Google SERP API에 대한 MCP 서버 커넥터 역할을 합니다. - [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Brave의 검색 API를 사용한 웹 검색 기능 - [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - NYTimes API를 사용하여 기사 검색 - [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - AI 소비를 위한 효율적인 웹 콘텐츠 가져오기 및 처리 @@ -363,9 +410,12 @@ - [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - DuckDuckGo 검색 기능을 제공하는 TypeScript 기반 MCP 서버입니다. - [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - 고급 검색, 비공개 심층 연구, 모든 것을 마크다운으로 변환하는 파일 추출 및 텍스트 청킹을 위한 [Vectorize](https://vectorize.io) MCP 서버. - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - Playwright 헤드리스 브라우저를 사용하여 웹 페이지 콘텐츠를 가져오는 MCP 서버, Javascript 렌더링 및 지능형 콘텐츠 추출 지원, 마크다운 또는 HTML 형식 출력. +- [isnow890/naver-search-mcp](https://github.com/isnow890/naver-search-mcp) 📇 ☁️ - 네이버 검색 API를 통합한 MCP 서버로, 블로그, 뉴스, 쇼핑 검색 및 데이터랩 분석 기능을 제공합니다. +- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - 웹 플랫폼 API를 사용하여 Baseline 상태를 검색하는 MCP 서버 ### 🔒 보안 +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – AI 에이전트가 인증 앱과 상호 작용할 수 있도록 하는 보안 MCP(Model Context Protocol) 서버입니다. - [dnstwist MCP 서버](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - 타이포스쿼팅, 피싱 및 기업 스파이 활동 탐지를 돕는 강력한 DNS 퍼징 도구인 dnstwist용 MCP 서버. - [fosdickio/binary_ninja_mcp](https://github.com/Vector35/binaryninja-mcp) 🐍 🏠 🍎 🪟 🐧 - Binary Ninja를 위한 MCP 서버 및 브릿지. 바이너리 분석 및 리버스 엔지니어링을 위한 도구를 제공합니다. - [Maigret MCP 서버](https://github.com/BurtTheCoder/mcp-maigret) 📇 🪟 ☁️ - 다양한 공개 소스에서 사용자 계정 정보를 수집하는 강력한 OSINT 도구인 maigret용 MCP 서버. 이 서버는 소셜 네트워크에서 사용자 이름 검색 및 URL 분석 도구를 제공합니다. @@ -374,12 +424,14 @@ - [ORKL MCP 서버](https://github.com/fr0gger/MCP_Security) 📇 🛡️ ☁️ - ORKL API 쿼리를 위한 MCP 서버. 이 서버는 위협 보고서 가져오기, 위협 행위자 분석 및 인텔리전스 소스 검색 도구를 제공합니다. - [Security Audit MCP 서버](https://github.com/qianniuspace/mcp-security-audit) 📇 🛡️ ☁️ 보안 취약점에 대해 npm 패키지 의존성을 감사하는 강력한 MCP(모델 컨텍스트 프로토콜) 서버. 실시간 보안 검사를 위한 원격 npm 레지스트리 통합으로 구축됨. - [ROADRecon MCP 서버](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 Azure 테넌트 열거에서 ROADrecon 수집 결과 분석을 위한 MCP 서버 - +- [VMS MCP 서버](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 VMS MCP 서버는 CCTV 녹화 프로그램(VMS)에 연결하여 녹화된 영상과 실시간 영상을 가져오며, 특정 채널의 특정 시간에 실시간 영상이나 재생 화면을 표시하는 등의 VMS 소프트웨어 제어 도구도 제공합니다. +- ### 🏃 스포츠 스포츠 관련 데이터, 결과 및 통계에 접근하기 위한 도구. - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - 자연어를 통해 사이클링 경주 데이터, 결과 및 통계에 접근합니다. firstcycling.com에서 출발 목록, 경주 결과 및 라이더 정보 검색 기능 포함. +- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP 서버는 Squiggle API와 통합되어 호주 풋볼 리그 팀, 순위표, 경기 결과, 예측, 그리고 파워 랭킹에 대한 정보를 제공합니다. ### 🌎 번역 서비스 @@ -438,7 +490,7 @@ Git 리포지토리 및 버전 관리 플랫폼과 상호 작용합니다. 표 - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️  - 위키백과 기사 조회 API - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - 클라이언트 머신의 현지 시간 또는 NTP 서버의 현재 UTC 시간을 확인할 수 있는 MCP 서버 - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️  OpenAI 어시스턴트와 대화하기 위한 MCP (Claude는 모든 GPT 모델을 어시스턴트로 사용할 수 있음) -- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Claude에서 직접 HuggingFace Spaces 사용. 오픈 소스 이미지 생성, 채팅, 비전 작업 등 사용. 이미지, 오디오 및 텍스트 업로드/다운로드 지원. +- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Claude에서 직접 HuggingFace Spaces 사용. 오픈 소스 이미지 생성, 채팅, 비전 작업 등 사용. 이미지, 오디오 및 텍스트 업로드/다운로드 지원. - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Claude 데스크톱 앱용 MCP 서버를 설치하고 관리하는 간단한 웹 UI. - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - MCP 서버 테스트용 CLI 도구 - [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) 🐍 🏠 - MCP 서버 테스트를 위한 또 다른 CLI 도구 @@ -465,15 +517,20 @@ Git 리포지토리 및 버전 관리 플랫폼과 상호 작용합니다. 표 - [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - 수면 추적 앱인 Oura용 MCP 서버 - [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - 채팅에서 배운 내용을 기억하기 위해 [Rember](https://rember.com)에 간격 반복 플래시 카드 만들기. - [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - LLM이 모델 컨텍스트 프로토콜(MCP)을 사용하여 Raindrop.io 북마크와 상호 작용할 수 있도록 하는 통합. -- [@makehq/mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - [Make](https://www.make.com/) 시나리오를 AI 어시스턴트가 호출할 수 있는 도구로 변환합니다. +- [@integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - [Make](https://www.make.com/) 시나리오를 AI 어시스턴트가 호출할 수 있는 도구로 변환합니다. - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 화면 GUI 자동 조작. - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ AI 모델이 [Kibela](https://kibe.la/)와 상호 작용할 수 있도록 허용 - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - AI가 GraphQL 서버를 쿼리할 수 있도록 허용 +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - 일반 GraphQL 쿼리/변이 정의 도구를 사용하면 gqai가 자동으로 MCP 서버를 생성합니다. - [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - Replicate의 API를 통해 이미지 생성 기능 제공. - [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) 🐍 🏠 - RabbitMQ와의 상호 작용(관리 작업, 메시지 인큐/디큐) 가능 - [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Spotify 재생 제어 및 재생 목록 관리. - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - 키보드 입력, 마우스 이동과 같은 명령을 실행할 수 있는 MCP 서버 - [awwaiid/mcp-server-taskwarrior](https://github.com/awwaiid/mcp-server-taskwarrior) 🏠 📇 - 기본적인 로컬 taskwarrior 사용(작업 추가, 업데이트, 제거)을 위한 MCP 서버 +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - Ankr Advanced API를 래핑하는 MCP 서버 구현. 이더리움, BSC, 폴리곤, 아발란체 등 여러 체인에서 NFT, 토큰 및 블록체인 데이터에 접근할 수 있습니다. +- [Alfex4936/kogrammar](https://github.com/Alfex4936/Hangul-MCP) 📇 - 한국어 맞춤법/글자 수 세기 MCP 서버 +- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 로컬 사용자 프롬프트 및 채팅 기능을 MCP 루프에 직접 추가하여 대화형 LLM 워크플로를 활성화합니다. + ## 프레임워크 diff --git a/README-pt_BR.md b/README-pt_BR.md new file mode 100644 index 00000000..2c615ef6 --- /dev/null +++ b/README-pt_BR.md @@ -0,0 +1,514 @@ +# Servidores MCP Incríveis [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) + +[![ไทย](https://img.shields.io/badge/Thai-Click-blue)](README-th.md) +[![English](https://img.shields.io/badge/English-Click-yellow)](README.md) +[![繁體中文](https://img.shields.io/badge/繁體中文-點擊查看-orange)](README-zh_TW.md) +[![简体中文](https://img.shields.io/badge/简体中文-点击查看-orange)](README-zh.md) +[![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) +[![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) +[![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) +[![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) + +Uma lista curada de servidores incríveis do Model Context Protocol (MCP). + +* [O que é MCP?](#o-que-é-mcp) +* [Clientes](#clientes) +* [Tutoriais](#tutoriais) +* [Comunidade](#comunidade) +* [Legenda](#legenda) +* [Implementações de Servidores](#implementações-de-servidores) +* [Frameworks](#frameworks) +* [Utilitários](#utilitários) +* [Dicas & Truques](#dicas-e-truques) + +## O que é MCP? + +[MCP](https://modelcontextprotocol.io/) é um protocolo aberto que permite que modelos de IA interajam de forma segura com recursos locais e remotos através de implementações padronizadas de servidores. Esta lista foca em servidores MCP prontos para produção e experimentais que ampliam os recursos de IA por meio de acesso a arquivos, conexões de banco de dados, integrações de API e outros serviços contextuais. + +## Clientes + +Confira [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) e [glama.ai/mcp/clients](https://glama.ai/mcp/clients). + +> [!TIP] +> [Glama Chat](https://glama.ai/chat) é um cliente de IA multimodal com suporte a MCP & [gateway de IA](https://glama.ai/gateway). + +## Tutoriais + +* [Introdução Rápida ao Model Context Protocol (MCP)](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart) +* [Configurar o Aplicativo Desktop Claude para usar um banco de dados SQLite](https://youtu.be/wxCCzo9dGj0) + +## Comunidade + +* [Reddit r/mcp](https://www.reddit.com/r/mcp) +* [Servidor Discord](https://glama.ai/mcp/discord) + +## Legenda + +* 🎖️ – implementação oficial +* linguagem de programação + * 🐍 – código Python + * 📇 – código TypeScript + * 🏎️ – código Go + * 🦀 – código Rust + * #️⃣ - código C# + * ☕ - código Java +* escopo + * ☁️ - Serviço em Nuvem + * 🏠 - Serviço Local + * 📟 - Sistemas Embarcados +* sistema operacional + * 🍎 – Para macOS + * 🪟 – Para Windows + * 🐧 - Para Linux + +> [!NOTE] +> Confuso sobre Local 🏠 vs Nuvem ☁️? +> * Use local quando o servidor MCP está se comunicando com um software instalado localmente, por exemplo, assumindo o controle do navegador Chrome. +> * Use rede quando o servidor MCP está se comunicando com APIs remotas, por exemplo, API de clima. + +## Implementações de Servidores + +> [!NOTE] +> Agora temos um [diretório baseado na web](https://glama.ai/mcp/servers) que é sincronizado com o repositório. + +* 🔗 - [Agregadores](#agregadores) +* 🎨 - [Arte e Cultura](#arte-e-cultura) +* 📂 - [Automação de Navegadores](#automação-de-navegadores) +* ☁️ - [Plataformas em Nuvem](#plataformas-em-nuvem) +* 👨‍💻 - [Execução de Código](#execução-de-código) +* 🤖 - [Agentes de Codificação](#agentes-de-codificação) +* 🖥️ - [Linha de Comando](#linha-de-comando) +* 💬 - [Comunicação](#comunicação) +* 👤 - [Plataformas de Dados do Cliente](#plataformas-de-dados-do-cliente) +* 🗄️ - [Bancos de Dados](#bancos-de-dados) +* 📊 - [Plataformas de Dados](#plataformas-de-dados) +* 🛠️ - [Ferramentas de Desenvolvimento](#ferramentas-de-desenvolvimento) +* 🧮 - [Ferramentas de Ciência de Dados](#ferramentas-de-ciência-de-dados) +* 📟 - [Sistema Embarcado](#sistema-embarcado) +* 📂 - [Sistemas de Arquivos](#sistemas-de-arquivos) +* 💰 - [Finanças & Fintech](#finanças--fintech) +* 🎮 - [Jogos](#jogos) +* 🧠 - [Conhecimento & Memória](#conhecimento--memória) +* 🗺️ - [Serviços de Localização](#serviços-de-localização) +* 🎯 - [Marketing](#marketing) +* 📊 - [Monitoramento](#monitoramento) +* 🔎 - [Pesquisa & Extração de Dados](#pesquisa--extração-de-dados) +* 🔒 - [Segurança](#segurança) +* 🏃 - [Esportes](#esportes) +* 🎧 - [Suporte & Gestão de Serviços](#suporte--gestão-de-serviços) +* 🌎 - [Serviços de Tradução](#serviços-de-tradução) +* 🚆 - [Viagens & Transporte](#viagens--transporte) +* 🔄 - [Controle de Versão](#controle-de-versão) +* 🛠️ - [Outras Ferramentas e Integrações](#outras-ferramentas-e-integrações) + + +### 🔗 Agregadores + +Servidores para acessar muitos aplicativos e ferramentas por meio de um único servidor MCP. + +- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Consulte mais de 40 aplicativos com um único binário usando SQL. Também pode se conectar ao seu banco de dados compatível com PostgreSQL, MySQL ou SQLite. Local primeiro e privado por design. +- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Conecte-se a 2.500 APIs com mais de 8.000 ferramentas pré-construídas e gerencie servidores para seus usuários, em seu próprio aplicativo. +- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Transforme uma API web em um servidor MCP em 10 segundos e adicione-o ao registro de código aberto: https://open-mcp.org +- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - Um servidor proxy abrangente que combina vários servidores MCP em uma única interface com extensos recursos de visibilidade. Fornece descoberta e gerenciamento de ferramentas, prompts, recursos e modelos em todos os servidores, além de um playground para depuração ao construir servidores MCP. +- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP é o servidor middleware MCP unificado que gerencia suas conexões MCP com GUI. +- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Transforme um API web em um servidor MCP com um clique, sem fazer nenhuma alteração no código. +- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - Uma poderosa ferramenta de geração de imagens usando a API Imagen 3.0 do Google através do MCP. Gere imagens de alta qualidade a partir de prompts de texto com controles avançados de fotografia, artísticos e fotorrealistas. + +### 🎨 Arte e Cultura + +Acesse e explore coleções de arte, patrimônio cultural e bancos de dados de museus. Permite que modelos de IA pesquisem e analisem conteúdo artístico e cultural. + +- [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - Um servidor MCP local que gera animações usando Manim. +- [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 🐍 - Adicione, Analise, Pesquise e Gere Edições de Vídeo da sua Coleção de Vídeos +- [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ Servidor MCP para interagir com o corpus do Quran.com através da API REST oficial v4. +- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Integração da API do Rijksmuseum para pesquisa, detalhes e coleções de obras de arte +- [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - Integração da API de Oorlogsbronnen (Fontes de Guerra) para acessar registros históricos, fotografias e documentos da Segunda Guerra Mundial da Holanda (1940-1945) +- [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - Integração de servidor MCP para DaVinci Resolve, fornecendo ferramentas poderosas para edição de vídeo, correção de cores, gerenciamento de mídia e controle de projeto +- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - Um servidor MCP integrando a API do AniList para informações sobre anime e mangá +- [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - Servidor MCP usando a API do Aseprite para criar pixel art +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - Fornece análises abrangentes e precisas de Bazi (Quatro Pilares do Destino) + +### 📂 Automação de Navegadores + +Acesso e recursos de automação de conteúdo web. Permite pesquisar, extrair e processar conteúdo web em formatos amigáveis para IA. + +- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - Um servidor MCP que suporta a pesquisa de conteúdo do Bilibili. Fornece exemplos de integração com LangChain e scripts de teste. +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - Navegador autogerenciado com agente integrado, com suporte nativo a MCP e A2A. +- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - Um servidor MCP para automação de navegador usando Playwright +- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - Um servidor MCP em python usando Playwright para automação de navegador, mais adequado para LLM +- [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - Automatize interações do navegador na nuvem (por exemplo, navegação web, extração de dados, preenchimento de formulários e mais) +- [browsermcp/mcp](https://github.com/browsermcp/mcp) 📇 🏠 - Automatize seu navegador Chrome local +- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🐍 - browser-use empacotado como um servidor MCP com transporte SSE. Inclui um dockerfile para executar o chromium em docker + um servidor vnc. +- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - Um servidor MCP usando Playwright para automação de navegador e raspagem web +- [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - Um servidor MCP pareado com uma extensão de navegador que permite clientes LLM controlar o navegador do usuário (Firefox). +- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - Um servidor MCP para interagir com Lembretes da Apple no macOS +- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 🐍 🏠 - Extraia dados estruturados de qualquer site. Basta solicitar e obter JSON. +- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Busque legendas e transcrições do YouTube para análise de IA +- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - Uma implementação `mínima` de servidor/cliente MCP usando Azure OpenAI e Playwright. +- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Servidor MCP oficial da Microsoft para Playwright, permitindo que LLMs interajam com páginas web através de snapshots de acessibilidade estruturados +- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Automação de navegador para raspagem web e interação +- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - Um servidor MCP para interagir com navegadores compatíveis com manifest v2. +- [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - Um servidor MCP que permite pesquisas web gratuitas usando resultados do Google, sem necessidade de chaves de API. +- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - Uma integração de servidor MCP com os Atalhos da Apple + +### ☁️ Plataformas em Nuvem + +Integração de serviços de plataforma em nuvem. Permite o gerenciamento e interação com infraestrutura e serviços em nuvem. + +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - Um MCP construído com produtos Qiniu Cloud, suportando acesso ao Armazenamento Qiniu Cloud, serviços de processamento de mídia, etc. +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - Upload e manipulação de armazenamento IPFS +- [VmLia/books-mcp-server](https://github.com/VmLia/books-mcp-server) 📇 ☁️ - Este é um servidor MCP usado para consultar livros, e pode ser aplicado em clientes MCP comuns, como Cherry Studio. +- [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - Um servidor leve mas poderoso que permite assistentes de IA executarem comandos AWS CLI, usarem pipes Unix e aplicarem templates de prompt para tarefas comuns da AWS em um ambiente Docker seguro com suporte multi-arquitetura +- [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - Um servidor robusto e leve que capacita assistentes de IA para executar com segurança comandos CLI do Kubernetes (`kubectl`, `helm`, `istioctl` e `argocd`) usando pipes Unix em um ambiente Docker seguro com suporte multi-arquitetura. +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - Um servidor MCP que permite que assistentes de IA gerenciem e operem recursos na Alibaba Cloud, com suporte para ECS, monitoramento de nuvem, OOS e outros diversos produtos em nuvem amplamente utilizados. +- [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - Um servidor de gerenciamento VMware ESXi/vCenter baseado em MCP (Model Control Protocol), fornecendo interfaces de API REST simples para gerenciamento de máquinas virtuais. +- [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integração com serviços Cloudflare incluindo Workers, KV, R2 e D1 +- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) 📇 ☁️/🏠 - Implementação em TypeScript de operações de cluster Kubernetes para pods, deployments, serviços. +- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) 📇 ☁️/🏠 - Um servidor de Protocolo de Contexto de Modelo para consultar e analisar recursos do Azure em escala usando o Azure Resource Graph, permitindo que assistentes de IA explorem e monitorem a infraestrutura do Azure. +- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - Um wrapper em torno da linha de comando Azure CLI que permite conversar diretamente com o Azure +- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - Um MCP para dar acesso a todos os componentes do Netskope Private Access dentro de ambientes Netskope Private Access, incluindo informações detalhadas de configuração e exemplos de LLM sobre uso. +- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - Um poderoso servidor MCP que permite que assistentes de IA interajam de forma integrada com instâncias do Portainer, fornecendo acesso em linguagem natural ao gerenciamento de contêineres, operações de implantação e recursos de monitoramento de infraestrutura. +- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - Obtenha informações de preços atualizadas do EC2 com uma única chamada. Rápido. Alimentado por um catálogo de preços da AWS pré-analisado. + +### 👨‍💻 Execução de Código + +Servidores de execução de código. Permitem que LLMs executem código em um ambiente seguro, por exemplo, para agentes de codificação. + +- [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍🏠 - Execute código Python em uma sandbox segura via chamadas de ferramentas MCP +- [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute qualquer código gerado por LLM em um ambiente sandbox seguro e escalável e crie suas próprias ferramentas MCP usando JavaScript ou Python, com suporte completo para pacotes NPM e PyPI + +### 🤖 Agentes de Codificação + +Agentes de codificação completos que permitem LLMs ler, editar e executar código e resolver tarefas gerais de programação de forma completamente autônoma. + +- [oraios/serena](https://github.com/oraios/serena)🐍🏠 - Um agente de codificação completo que depende de operações de código simbólico usando servidores de linguagem. +- [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍🏠 - Agente de codificação com ferramentas básicas de leitura, escrita e linha de comando. + +### 🖥️ Linha de Comando + +Execute comandos, capture saída e interaja de outras formas com shells e ferramentas de linha de comando. + +- [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - Um servidor de Protocolo de Contexto de Modelo que fornece acesso ao iTerm. Você pode executar comandos e fazer perguntas sobre o que você vê no terminal iTerm. +- [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Execute qualquer comando com as ferramentas `run_command` e `run_script`. +- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Interpretador Python seguro baseado no `LocalPythonExecutor` do HF Smolagents +- [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - Interface de linha de comando com execução segura e políticas de segurança personalizáveis +- [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - Um Servidor semelhante ao MCP do DeepSeek para Terminal +- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - Um servidor de execução segura de comandos shell implementando o Protocolo de Contexto de Modelo (MCP) +- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - Um canivete suíço que pode gerenciar/executar programas e ler/escrever/pesquisar/editar arquivos de código e texto. + +### 💬 Comunicação + +Integração com plataformas de comunicação para gerenciamento de mensagens e operações de canais. Permite que modelos de IA interajam com ferramentas de comunicação em equipe. + +- [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) ☁️ - Um servidor MCP Nostr que permite interagir com Nostr, possibilitando a publicação de notas e muito mais. +- [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - Interaja com pesquisa e timeline do Twitter +- [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) 🐍 💬 - Um servidor MCP para criar caixas de entrada instantaneamente para enviar, receber e realizar ações em e-mails. Não somos agentes de IA para e-mail, mas e-mail para Agentes de IA. +- [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) 📇 ☁️ - Um servidor MCP para interface com a API do Google Tasks +- [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - Um servidor MCP que se conecta de forma segura ao seu banco de dados iMessage via Protocolo de Contexto de Modelo (MCP), permitindo que LLMs consultem e analisem conversas do iMessage. Inclui validação robusta de números de telefone, processamento de anexos, gerenciamento de contatos, manipulação de bate-papo em grupo e suporte completo para envio e recebimento de mensagens. +- [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - Integração com a API do Telegram para acessar dados do usuário, gerenciar diálogos (chats, canais, grupos), recuperar mensagens e lidar com status de leitura +- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - Um servidor MCP para Inbox Zero. Adiciona funcionalidades ao Gmail, como descobrir quais e-mails você precisa responder ou acompanhar. +- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - Uma aplicação servidora MCP que envia vários tipos de mensagens para o robô de grupo WeCom. +- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - Um servidor MCP que fornece acesso seguro ao seu banco de dados iMessage através do Protocolo de Contexto de Modelo (MCP), permitindo que LLMs consultem e analisem conversas iMessage com validação adequada de números de telefone e tratamento de anexos +- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - Um servidor MCP junto com um host MCP que fornece acesso a equipes, canais e mensagens do Mattermost. O host MCP é integrado como um bot no Mattermost com acesso a servidores MCP que podem ser configurados. +- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - Um servidor MCP para pesquisar suas mensagens pessoais do WhatsApp, contatos e enviar mensagens para indivíduos ou grupos +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - Servidor MCP para Integrar Contas Oficiais do LINE +- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integração com Gmail e Google Calendar. +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - Servidor MCP para o Product Hunt. Interaja com postagens em tendência, comentários, coleções, usuários e muito mais. + +### 👤 Plataformas de Dados do Cliente + +Fornece acesso a perfis de clientes dentro de plataformas de dados de clientes + +- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - Conecte-se com [iaptic](https://www.iaptic.com) para perguntar sobre Compras de Clientes, dados de Transações e estatísticas de Receita de Aplicativos. +- [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - Conecte qualquer Dado Aberto a qualquer LLM com o Protocolo de Contexto de Modelo. +- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - Um servidor MCP para acessar e atualizar perfis em um servidor CDP Apache Unomi. +- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - Um servidor MCP para interagir com um Workspace Tinybird a partir de qualquer cliente MCP. +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - Um plugin do MCP Server baseado no [AntV](https://github.com/antvis) para gerar gráficos de visualização de dados. + +### 🗄️ Bancos de Dados + +Acesso seguro a banco de dados com recursos de inspeção de esquema. Permite consultar e analisar dados com controles de segurança configuráveis, incluindo acesso somente leitura. + +- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - 🐍 ☁️ 🎖️ - Navegue pelos seus [projetos Aiven](https://go.aiven.io/mcp-server) e interaja com os serviços PostgreSQL®, Apache Kafka®, ClickHouse® e OpenSearch® +- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Servidor MCP Supabase com suporte para execução de consultas SQL e ferramentas de exploração de banco de dados +- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) ☕ 🐍 ☁️ - Serviço MCP para Tablestore, funcionalidades incluem adicionar documentos, busca semântica para documentos com base em vetores e escalares, compatível com RAG e serverless. +- [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - Integração com banco de dados MySQL em NodeJS com controles de acesso configuráveis e inspeção de esquema +- [bytebase/dbhub](https://github.com/bytebase/dbhub) 📇 🏠 – Servidor MCP de banco de dados universal que suporta os principais bancos de dados. +- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - Integração com banco de dados TiDB com inspeção de esquema e recursos de consulta +- [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - O Motor Semântico para Clientes do Protocolo de Contexto de Modelo (MCP) e Agentes de IA +- [centralmind/gateway](https://github.com/centralmind/gateway) 🏎️ 🏠 🍎 🪟 - Servidor MCP e SSE MCP que gera automaticamente API com base no esquema e dados do banco de dados. Suporta PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase +- [chroma-core/chroma-mcp](https://github.com/chroma-core/chroma-mcp) 🎖️ 🐍 ☁️ 🏠 - Servidor MCP do Chroma para acessar instâncias Chroma locais e em nuvem para recursos de recuperação +- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - Integração do banco de dados ClickHouse com inspeção de esquema e recursos de consulta +- [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) 🐍 ☁️ - Integração Confluent para interagir com as APIs REST do Confluent Kafka e Confluent Cloud. +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – servidor MCP para interagir com bancos de dados [YDB](https://ydb.tech) + +### 📊 Plataformas de Dados + +Plataformas de dados para integração, transformação e orquestração de pipelines de dados. + +- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - Interaja com Flowcore para realizar ações, ingerir dados, e analisar, fazer referência cruzada e utilizar qualquer dado em seus núcleos de dados ou em núcleos de dados públicos; tudo com linguagem humana. +- [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) - Conecte-se à API do Databricks, permitindo que LLMs executem consultas SQL, listem trabalhos e obtenham status de trabalho. +- [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) 📇 ☁️ - Servidor MCP para Qlik Cloud API que permite consultar aplicativos, planilhas e extrair dados de visualizações com suporte abrangente de autenticação e limite de taxa. +- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) - interaja com a Plataforma de Dados Keboola Connection. Este servidor fornece ferramentas para listar e acessar dados da API de Armazenamento Keboola. + +### 💻 Ferramentas de Desenvolvimento + +Ferramentas e integrações que aprimoram o fluxo de trabalho de desenvolvimento e o gerenciamento de ambiente. + +- [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Crie componentes UI refinados inspirados pelos melhores engenheiros de design da 21st.dev. +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - Integração com o sistema de gerenciamento de testes [QA Sphere](https://qasphere.com/), permitindo que LLMs descubram, resumam e interajam com casos de teste diretamente de IDEs com IA +- [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analisa sua base de código identificando arquivos importantes com base em relacionamentos de dependência. Gera diagramas e pontuações de importância, ajudando assistentes de IA a entender a base de código. +- [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 Uma implementação de servidor MCP para controle de Simulador iOS. +- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 Servidor MCP que oferece suporte à consulta e gerenciamento de todos os recursos no [Apache APISIX](https://github.com/apache/apisix). +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - O servidor ROS MCP auxilia no controle de robôs convertendo comandos em linguagem natural do usuário em comandos de controle para ROS ou ROS2. + +### 🧮 Ferramentas de Ciência de Dados + +Integrações e ferramentas desenvolvidas para simplificar a exploração de dados, análise e aprimorar fluxos de trabalho de ciência de dados. + +- [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - Preveja qualquer coisa com agentes de previsão e projeção do Chronulus AI. +- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Permite exploração autônoma de dados em conjuntos de dados baseados em .csv, fornecendo insights inteligentes com esforço mínimo. +- [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - Um servidor MCP para converter quase qualquer arquivo ou conteúdo web em Markdown +- [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - conecta o Jupyter Notebook ao Claude AI, permitindo que o Claude interaja diretamente e controle Jupyter Notebooks. + +### 📟 Sistema Embarcado + +Fornece acesso a documentação e atalhos para trabalhar em dispositivos embarcados. + +- [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - Fluxo de trabalho para corrigir problemas de compilação em chips da série ESP32 usando ESP-IDF. + +### 📂 Sistemas de Arquivos + +Fornece acesso direto aos sistemas de arquivos locais com permissões configuráveis. Permite que modelos de IA leiam, escrevam e gerenciem arquivos dentro de diretórios especificados. + +- [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) 🐍 🏠 - Compartilhe contexto de código com LLMs via MCP ou área de transferência +- [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) 🏎️ 🏠 - Ferramenta de mesclagem de arquivos, adequada para limites de comprimento de chat de IA. +- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) ☕ 🏠 - Um sistema de arquivos que permite navegar e editar arquivos implementado em Java usando Quarkus. Disponível como jar ou imagem nativa. +- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Integração com Box para listar, ler e pesquisar arquivos +- [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) 🐍 🏠 🪟 - Pesquisa rápida de arquivos no Windows usando o SDK Everything +- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Implementação em Golang para acesso ao sistema de arquivos local. +- [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) 🎖️ 🐍 🏠 - Acesso à ferramenta MCP para MarkItDown -- uma biblioteca que converte vários formatos de arquivo (locais ou remotos) para Markdown para consumo por LLM. +- [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - Acesso direto ao sistema de arquivos local. +- [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Integração com Google Drive para listar, ler e pesquisar arquivos +- [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Acesse qualquer armazenamento com Apache OpenDAL™ + +### 💰 Finanças & Fintech + +Acesso a dados financeiros e ferramentas de análise. Permite que modelos de IA trabalhem com dados de mercado, plataformas de negociação e informações financeiras. + +- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Agentes Octagon AI para integrar dados de mercados privados e públicos +- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Integração com a API do Coinmarket para buscar listagens e cotações de criptomoedas +- [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - API Bankless Onchain para interagir com contratos inteligentes, consultar informações de transações e tokens +- [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Integração com a Rede Base para ferramentas onchain, permitindo interação com a Rede Base e API Coinbase para gerenciamento de carteiras, transferências de fundos, contratos inteligentes e operações DeFi +- [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Integração com a API Alpha Vantage para buscar informações tanto de ações quanto de criptomoedas +- [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Pontuação de risco / participações de ativos de endereço de blockchain EVM (EOA, CA, ENS) e até mesmo nomes de domínio. +- [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Integração com o Bitte Protocol para executar Agentes de IA em várias blockchains. +- [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - Servidor MCP que conecta agentes de IA à [plataforma Chargebee](https://www.chargebee.com/). +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - Servidor MCP conectado à plataforma CRIC Wuye AI. O CRIC Wuye AI é um assistente inteligente desenvolvido pela CRIC especialmente para o setor de gestão de propriedades. + +### 🎮 Jogos + +Integração com dados relacionados a jogos, motores de jogos e serviços +- [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) 📇 #️⃣ 🏠 - Servidor MCP para integração com a Engine de Jogos Unity3d para desenvolvimento de jogos +- [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - Um servidor MCP para interagir com o motor de jogos Godot, fornecendo ferramentas para editar, executar, depurar e gerenciar cenas em projetos Godot. +- [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Acesse dados de jogadores do Chess.com, registros de jogos e outras informações públicas através de interfaces MCP padronizadas, permitindo que assistentes de IA pesquisem e analisem informações de xadrez. +- [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - Um servidor MCP para dados e ferramentas de análise em tempo real do Fantasy Premier League. +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Acesse dados de jogos em tempo real em títulos populares como League of Legends, TFT e Valorant, oferecendo análises de campeões, calendários de esports, composições meta e estatísticas de personagens. + +### 🧠 Conhecimento & Memória + +Armazenamento de memória persistente usando estruturas de grafos de conhecimento. Permite que modelos de IA mantenham e consultem informações estruturadas entre sessões. + +- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Memória aprimorada baseada em grafos com foco em role-play de IA e geração de histórias +- [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Ingira qualquer coisa do Slack, Discord, sites, Google Drive, Linear ou GitHub em um projeto Graphlit - e então pesquise e recupere conhecimento relevante dentro de um cliente MCP como Cursor, Windsurf ou Cline. +- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - Uma implementação de servidor MCP que fornece ferramentas para recuperar e processar documentação através de pesquisa vetorial, permitindo que assistentes de IA aumentem suas respostas com contexto de documentação relevante +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - Um servidor MCP construído com [markmap](https://github.com/markmap/markmap) que converte **Markdown** em **mapas mentais** interativos. Suporta exportações em múltiplos formatos (PNG/JPG/SVG), visualização em tempo real no navegador, cópia de Markdown com um clique e recursos de visualização dinâmica. +- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - Um conector para LLMs trabalharem com coleções e fontes no seu Zotero Cloud +- [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - Servidor MCP de Resumo IA, Suporte para múltiplos tipos de conteúdo: Texto simples, Páginas web, Documentos PDF, Livros EPUB, Conteúdo HTML +- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - Um servidor de Protocolo de Contexto de Modelo para Mem0 que ajuda a gerenciar preferências e padrões de codificação, fornecendo ferramentas para armazenar, recuperar e lidar semanticamente com implementações de código, melhores práticas e documentação técnica em IDEs como Cursor e Windsurf +- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Sistema de memória persistente baseado em grafo de conhecimento para manter contexto +- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Conecta-se ao seu Assistente Pinecone e dá ao agente contexto a partir do seu motor de conhecimento. +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Recupere contexto da sua base de conhecimento [Ragie](https://www.ragie.ai) (RAG) conectada a integrações como Google Drive, Notion, JIRA e muito mais. +- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Gerenciador de memória para aplicativos de IA e Agentes usando vários armazenamentos de grafos e vetores e permitindo ingestão de mais de 30 fontes de dados +- [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Salve e consulte a memória do seu agente de forma distribuída pelo Membase +- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - Um servidor de Protocolo de Contexto de Modelo (MCP) que implementa a metodologia de gestão de conhecimento Zettelkasten, permitindo criar, vincular e pesquisar notas atômicas através de Claude e outros clientes compatíveis com MCP. + +### 🗺️ Serviços de Localização + +Serviços baseados em localização e ferramentas de mapeamento. Permite que modelos de IA trabalhem com dados geográficos, informações meteorológicas e análises baseadas em localização. + +- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - Geolocalização de endereço IP e informações de rede usando API IPInfo +- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - Um servidor MCP OpenStreetMap com serviços baseados em localização e dados geoespaciais. +- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - Um servidor MCP para pesquisas de lugares próximos com detecção de localização baseada em IP. +- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) 📇 ☁️ - Integração com Google Maps para serviços de localização, rotas e detalhes de lugares +- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - conecta o QGIS Desktop ao Claude AI através do MCP. Esta integração permite criação de projetos assistida por prompt, carregamento de camadas, execução de código e muito mais. +- [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - Uma ferramenta MCP que fornece dados meteorológicos em tempo real, previsões e informações meteorológicas históricas usando a API OpenWeatherMap. +- [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Servidor MCP para previsão meteorológica semanal que retorna 7 dias completos de previsões meteorológicas detalhadas em qualquer lugar do mundo. +- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - Acesse o horário em qualquer fuso horário e obtenha o horário local atual +- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - Servidor MCP de geocodificação para nominatim, ArcGIS, Bing + +### 🎯 Marketing + +Ferramentas para criar e editar conteúdo de marketing, trabalhar com meta dados web, posicionamento de produto e guias de edição. + +- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - Um conjunto de ferramentas de marketing da Open Strategy Partners, incluindo estilo de escrita, códigos de edição e criação de mapa de valor de marketing de produto. + +### 📊 Monitoramento + +Acesse e analise dados de monitoramento de aplicações. Permite que modelos de IA revisem relatórios de erros e métricas de desempenho. + +- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - Um servidor MCP que permite consultar logs do Loki através da API do Grafana. +- [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Pesquise painéis, investigue incidentes e consulte fontes de dados em sua instância Grafana +- [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - Melhore a qualidade do código gerado por IA através de análise inteligente baseada em prompts em 10 dimensões críticas, de complexidade a vulnerabilidades de segurança +- [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Traga facilmente o contexto de produção em tempo real—logs, métricas e traces—para seu ambiente local para corrigir código automaticamente mais rápido +- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Consulte e interaja com ambientes kubernetes monitorados por Metoro +- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Integração com a API V3 Raygun para relatórios de falhas e monitoramento de usuários reais +- [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Integração com Sentry.io para rastreamento de erros e monitoramento de desempenho +- [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - Fornece acesso a traces e métricas OpenTelemetry através do Logfire +- [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - Uma ferramenta de monitoramento de sistema que expõe métricas do sistema via Protocolo de Contexto de Modelo (MCP). Esta ferramenta permite que LLMs recuperem informações do sistema em tempo real através de uma interface compatível com MCP (suporta CPU, Memória, Disco, Rede, Host, Processo) + +### 🔎 Pesquisa & Extração de Dados + +- [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) 📇 🏠 - Um servidor MCP para pesquisar vagas de emprego com filtros para data, palavras-chave, opções de trabalho remoto e muito mais. +- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Integração com API de pesquisa Kagi +- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP para LLM pesquisar e ler artigos do arXiv +- [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP para pesquisar e ler artigos médicos / ciências da vida do PubMed. +- [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Pesquise artigos usando a API do NYTimes +- [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - Um servidor MCP para o Ator RAG Web Browser de código aberto da Apify para realizar pesquisas na web, raspar URLs e retornar conteúdo em Markdown. +- [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Servidor MCP Clojars para informações atualizadas de dependências de bibliotecas Clojure +- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Pesquise artigos de pesquisa do ArXiv +- [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Integração com o Google News com categorização automática de tópicos, suporte multilíngue e recursos abrangentes de pesquisa, incluindo manchetes, histórias e tópicos relacionados através do [SerpAPI](https://serpapi.com/). + +### 🔒 Segurança + +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – Um servidor MCP (Model Context Protocol) seguro que permite que agentes de IA interajam com o aplicativo autenticador. +- [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - Servidor MCP para integrar Ghidra com assistentes de IA. Este plugin permite análise binária, fornecendo ferramentas para inspeção de funções, descompilação, exploração de memória e análise de importação/exportação via Protocolo de Contexto de Modelo. +- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 Servidor MCP para analisar resultados coletados do ROADrecon na enumeração de inquilino Azure +- [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - Servidor MCP para dnstwist, uma poderosa ferramenta de fuzzing DNS que ajuda a detectar typosquatting, phishing e espionagem corporativa. +- [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) 📇 🪟 ☁️ - Servidor MCP para maigret, uma poderosa ferramenta OSINT que coleta informações de contas de usuários de várias fontes públicas. Este servidor fornece ferramentas para pesquisar nomes de usuário em redes sociais e analisar URLs. + +### 🏃 Esportes + +Ferramentas para acessar dados, resultados e estatísticas relacionados a esportes. + +- [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) 📇 - Servidor MCP que integra a API balldontlie para fornecer informações sobre jogadores, times e jogos da NBA, NFL e MLB +- [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - Acesse dados de corridas de ciclismo, resultados e estatísticas através de linguagem natural. Os recursos incluem recuperação de listas de partida, resultados de corridas e informações sobre ciclistas de firstcycling.com. +- [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - Um servidor de Protocolo de Contexto de Modelo (MCP) que se conecta à API Strava, fornecendo ferramentas para acessar dados Strava através de LLMs + +### 🎧 Suporte & Gestão de Serviços + +Ferramentas para gerenciar suporte ao cliente, gerenciamento de serviços de TI e operações de helpdesk. + +- [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) 🐍 ☁️ - Servidor MCP que se integra ao Freshdesk, permitindo que modelos de IA interajam com módulos do Freshdesk e realizem várias operações de suporte. +- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) 🏎️ ☁️ - Um conector MCP baseado em Go para Jira que permite assistentes de IA como Claude interagirem com o Atlassian Jira. Esta ferramenta fornece uma interface perfeita para modelos de IA realizarem operações comuns do Jira, incluindo gerenciamento de problemas, planejamento de sprint e transições de fluxo de trabalho. + +### 🌎 Serviços de Tradução + +Ferramentas e serviços de tradução para permitir que assistentes de IA traduzam conteúdo entre diferentes idiomas. + +- [translated/lara-mcp](https://github.com/translated/lara-mcp) 🎖️ 📇 ☁️ - Servidor MCP para API Lara Translate, habilitando poderosos recursos de tradução com suporte para detecção de idioma e traduções sensíveis ao contexto. + +### 🚆 Viagens & Transporte + +Acesso a informações de viagem e transporte. Permite consultar horários, rotas e dados de viagem em tempo real. + +- [Airbnb MCP Server](https://github.com/openbnb-org/mcp-server-airbnb) 📇 ☁️ - Fornece ferramentas para pesquisar no Airbnb e obter detalhes de listagens. +- [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - Integração com a API do Serviço de Parques Nacionais fornecendo as informações mais recentes sobre detalhes de parques, alertas, centros de visitantes, acampamentos e eventos para os Parques Nacionais dos EUA +- [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Acesse informações de viagem, horários e atualizações em tempo real das Ferrovias Holandesas (NS) +- [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) 📇 🐍 - Um servidor MCP que permite que LLMs interajam com a API do Tripadvisor, suportando dados de localização, avaliações e fotos através de interfaces MCP padronizadas + +### 🔄 Controle de Versão + +Interaja com repositórios Git e plataformas de controle de versão. Permite gerenciamento de repositórios, análise de código, tratamento de pull requests, rastreamento de problemas e outras operações de controle de versão através de APIs padronizadas. + +- [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - Leia e analise repositórios GitHub com seu LLM +- [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - Servidor MCP para integração com API GitHub Enterprise +- [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interaja com instâncias Gitea com MCP. +- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - Interaja perfeitamente com problemas e solicitações de merge dos seus projetos GitLab. +- [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - Operações diretas de repositório Git incluindo leitura, pesquisa e análise de repositórios locais +- [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - Integração com a API GitHub para gerenciamento de repositórios, PRs, problemas e mais +- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - Integração com a plataforma GitLab para gerenciamento de projetos e operações de CI/CD +- [oschina/mcp-gitee](https://github.com/oschina/gitee) 🏎️ ☁️ 🏠 - Integração com a API Gitee, gerenciamento de repositório, problemas e pull requests, e muito mais. +- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Integração com Azure DevOps para gerenciamento de repositórios, itens de trabalho e pipelines. + +### 🛠️ Outras Ferramentas e Integrações + +- [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - ₿ Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que modelos de IA interajam com Bitcoin, permitindo gerar chaves, validar endereços, decodificar transações, consultar a blockchain e muito mais. +- [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - Permite que a IA leia de suas Notas Bear (somente macOS) +- [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) 🐍 🏠 - Exponha todas as intenções de voz do Home Assistant através de um servidor de Protocolo de Contexto de Modelo permitindo controle doméstico. +- [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) 📇 ☁️ - Use o modelo Amazon Nova Canvas para geração de imagens. +- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - Envie solicitações para OpenAI, MistralAI, Anthropic, xAI, Google AI ou DeepSeek usando o protocolo MCP via ferramenta ou prompts predefinidos. Chave de API do fornecedor necessária +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - Use ferramentas regulares de definição de mutação/consulta GraphQL e o gqai gerará automaticamente um servidor MCP para você. +- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Habilita fluxos de trabalho LLM interativos adicionando prompts de usuário local e recursos de chat diretamente no loop do MCP. + +## Frameworks + +- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - Um framework de alto nível para construir servidores MCP em Python +- [FastMCP](https://github.com/punkpeye/fastmcp) 📇 - Um framework de alto nível para construir servidores MCP em TypeScript +- [Foxy Contexts](https://github.com/strowk/foxy-contexts) 🏎️ - Biblioteca Golang para escrever Servidores MCP de forma declarativa com teste funcional incluído +- [gabfr/waha-api-mcp-server](https://github.com/gabfr/waha-api-mcp-server) 📇 - Um servidor MCP com especificações openAPI para usar a API não oficial do WhatsApp (https://waha.devlike.pro/ - também de código aberto: https://github.com/devlikeapro/waha +- [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) 📇 – Fornece integração entre [Genkit](https://github.com/firebase/genkit/tree/main) e o Protocolo de Contexto de Modelo (MCP). +- [http4k MCP SDK](https://mcp.http4k.org) 🐍 - SDK Kotlin funcional e testável baseado no popular toolkit Web [http4k](https://http4k.org). Suporta o novo protocolo de streaming HTTP. +- [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) 🤖 🔌 - Construa agentes eficazes com servidores MCP usando padrões simples e compostos. +- [LiteMCP](https://github.com/wong2/litemcp) 📇 - Um framework de alto nível para construir servidores MCP em JavaScript/TypeScript +- [marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - Extensão CodeMirror que implementa o Protocolo de Contexto de Modelo (MCP) para menções de recursos e comandos de prompt. +- [mark3labs/mcp-go](https://github.com/mark3labs/mcp-go) 🏎️ - SDK Golang para construir Servidores e Clientes MCP. +- [mcp-framework](https://github.com/QuantGeekDev/mcp-framework) 📇 - Framework TypeScript rápido e elegante para construir servidores MCP +- [mcp-proxy](https://github.com/punkpeye/mcp-proxy) - 📇 Um proxy SSE para servidores MCP que usam transporte `stdio`. +- [mcp-rs-template](https://github.com/linux-china/mcp-rs-template) 🦀 - Template de servidor MCP CLI para Rust +- [metoro-io/mcp-golang](https://github.com/metoro-io/mcp-golang) 🏎️ - Framework Golang para construir Servidores MCP, focado em segurança de tipos +- [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) 🦀 ☕ - Framework MCP Scala para construir agentes eficazes com servidores MCP e clientes MCP derivados do modelcontextprotocol.io. +- [paulotaylor/voyp-mcp](https://github.com/paulotaylor/voyp-mcp) 📇 - VOYP - Servidor MCP de Voz Sobre seu Telefone para fazer chamadas. +- [poem-web/poem-mcpserver](https://github.com/poem-web/poem/tree/master/poem-mcpserver) 🦀 - Implementação de Servidor MCP para Poem. +- [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) ☕ - SDK Java para construir servidores MCP usando Quarkus. +- [rectalogic/langchain-mcp](https://github.com/rectalogic/langchain-mcp) 🐍 - Fornece suporte a chamadas de ferramentas MCP no LangChain, permitindo a integração de ferramentas MCP em fluxos de trabalho LangChain. +- [ribeirogab/simple-mcp](https://github.com/ribeirogab/simple-mcp) 📇 - Uma biblioteca TypeScript simples para criar servidores MCP. +- [salty-flower/ModelContextProtocol.NET](https://github.com/salty-flower/ModelContextProtocol.NET) #️⃣ 🏠 - Um SDK C# para construir servidores MCP no .NET 9 com compatibilidade NativeAOT ⚡ 🔌 +- [spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - SDK Java e integração com Spring Framework para construir cliente MCP e servidores MCP com várias opções de transporte plugáveis. +- [spring-projects-experimental/spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - SDK Java e integração com Spring Framework para construir cliente MCP e servidores MCP com várias opções de transporte plugáveis. +- [Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server) 📇 - Uma ferramenta de linha de comando para criar um novo projeto de servidor de Protocolo de Contexto de Modelo com suporte a TypeScript, opções de transporte duplo e uma estrutura extensível +- [sendaifun/solana-mcp-kit](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server) - SDK Solana MCP +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - Uma implementação de servidor MCP que envolve a Ankr Advanced API. Acesso a NFT, token e dados de blockchain em várias redes, incluindo Ethereum, BSC, Polygon, Avalanche e mais. + +## Utilitários + +- [boilingdata/mcp-server-and-gw](https://github.com/boilingdata/mcp-server-and-gw) 📇 - Um gateway de transporte MCP stdio para HTTP SSE com servidor de exemplo e cliente MCP. +- [f/MCPTools](https://github.com/f/mcptools) 🔨 - Uma ferramenta de desenvolvimento em linha de comando para inspecionar e interagir com servidores MCP com recursos extras como mocks e proxies. +- [flux159/mcp-chat](https://github.com/flux159/mcp-chat) 📇🖥️ - Um cliente baseado em CLI para conversar e se conectar com qualquer servidor MCP. Útil durante o desenvolvimento e teste de servidores MCP. +- [isaacwasserman/mcp-langchain-ts-client](https://github.com/isaacwasserman/mcp-langchain-ts-client) 📇 – Use ferramentas fornecidas pelo MCP no LangChain.js +- [kukapay/whattimeisit-mcp](https://github.com/kukapay/whattimeisit-mcp) 🐍 ☁️ - Um servidor mcp leve que diz exatamente que horas são. +- [kukapay/whereami-mcp](https://github.com/kukapay/whereami-mcp) 🐍 ☁️ - Um servidor mcp leve que diz exatamente onde você está com base no seu IP atual. +- [kukapay/whoami-mcp](https://github.com/kukapay/whoami-mcp) 🐍 🏠 - Um servidor MCP leve que diz exatamente quem você é. +- [lightconetech/mcp-gateway](https://github.com/lightconetech/mcp-gateway) 📇 - Uma demonstração de gateway para Servidor MCP SSE. +- [mark3labs/mcphost](https://github.com/mark3labs/mcphost) 🏎️ - Um aplicativo host CLI que permite que Modelos de Linguagem Grande (LLMs) interajam com ferramentas externas através do Protocolo de Contexto de Modelo (MCP). +- [MCP-Connect](https://github.com/EvalsOne/MCP-Connect) 📇 - Uma pequena ferramenta que permite serviços de IA baseados em nuvem acessar servidores MCP locais baseados em Stdio por requisições HTTP/HTTPS. +- [SecretiveShell/MCP-Bridge](https://github.com/SecretiveShell/MCP-Bridge) 🐍 – um proxy middleware openAI para usar mcp em qualquer cliente compatível com openAI +- [sparfenyuk/mcp-proxy](https://github.com/sparfenyuk/mcp-proxy) 🐍 – Um gateway de transporte MCP stdio para SSE. +- [TBXark/mcp-proxy](https://github.com/TBXark/mcp-proxy) 🏎️ - Um servidor proxy MCP que agrega e serve vários servidores de recursos MCP através de um único servidor http. +- [upsonic/gpt-computer-assistant](https://github.com/Upsonic/gpt-computer-assistant) 🐍 – framework para construir agente de IA vertical +- [JoshuaSiraj/mcp_auto_register](https://github.com/JoshuaSiraj/mcp_auto_register) 🐍 – ferramenta para automatizar o registro de funções e classes de um pacote python em uma instância FastMCP. + +## Dicas e Truques + +### Prompt oficial para informar LLMs sobre como usar MCP + +Quer perguntar ao Claude sobre o Protocolo de Contexto de Modelo? + +Crie um Projeto e adicione este arquivo a ele: + +https://modelcontextprotocol.io/llms-full.txt + +Agora o Claude pode responder perguntas sobre como escrever servidores MCP e como eles funcionam + +- https://www.reddit.com/r/ClaudeAI/comments/1h3g01r/want_to_ask_claude_about_model_context_protocol/ + +## Histórico de Estrelas + + + + + + Star History Chart + + diff --git a/README-th.md b/README-th.md index 8448fc9a..44b4ae92 100644 --- a/README-th.md +++ b/README-th.md @@ -5,6 +5,7 @@ [![简体中文](https://img.shields.io/badge/中文文档-点击查看-orange)](README-zh.md) [![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) [![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) [![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) [![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) @@ -101,6 +102,7 @@ เซิร์ฟเวอร์สำหรับเข้าถึงแอปและเครื่องมือจำนวนมากผ่าน MCP เซิร์ฟเวอร์เดียว - [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - เชื่อมต่อกับ API 2,500 รายการ พร้อมเครื่องมือสำเร็จรูป 8,000+ รายการ และจัดการเซิร์ฟเวอร์สำหรับผู้ใช้งานของคุณในแอปของคุณเอง +- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - เครื่องมือพร็อกซี่สำหรับรวมเซิร์ฟเวอร์ MCP หลายตัวเข้าด้วยกันเป็นจุดเชื่อมต่อเดียว ปรับขนาดเครื่องมือ AI ของคุณด้วยการกระจายโหลดคำขอระหว่างเซิร์ฟเวอร์ MCP หลายตัว คล้ายกับวิธีที่ Nginx ทำงานสำหรับเว็บเซิร์ฟเวอร์ ### 🎨 ศิลปะและวัฒนธรรม @@ -113,6 +115,8 @@ - [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - การผสานรวม API Oorlogsbronnen (แหล่งข้อมูลสงคราม) สำหรับเข้าถึงบันทึกทางประวัติศาสตร์ ภาพถ่าย และเอกสารจากเนเธอร์แลนด์ในช่วงสงครามโลกครั้งที่ 2 (1940-1945) - [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - การผสานรวมเซิร์ฟเวอร์ MCP สำหรับ DaVinci Resolve ที่ให้เครื่องมือทรงพลังสำหรับการตัดต่อวิดีโอ ปรับสี จัดการสื่อ และควบคุมโปรเจ็กต์ - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ผสานรวม AniList API สำหรับข้อมูลอนิเมะและมังงะ +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - ให้บริการจัดทำแผนภูมิปาจื้อ (八字) และการวิเคราะห์ที่ครอบคลุมและแม่นยำ + ### 📂 การทำงานอัตโนมัติของเบราว์เซอร์ @@ -122,6 +126,7 @@ - [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - เซิร์ฟเวอร์ MCP สำหรับการทำงานอัตโนมัติของเบราว์เซอร์โดยใช้ Playwright - [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - เซิร์ฟเวอร์ MCP Python ที่ใช้ Playwright สำหรับการทำงานอัตโนมัติของเบราว์เซอร์ เหมาะสำหรับ llm มากขึ้น - [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - ทำงานอัตโนมัติกับเบราว์เซอร์บนคลาวด์ (เช่น การนำทางเว็บ การดึงข้อมูล การกรอกแบบฟอร์ม และอื่นๆ) +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - เบราว์เซอร์แบบโฮสต์เองที่ขับเคลื่อนด้วยเอเจนต์ พร้อมรองรับ MCP และ A2A ในตัว และอื่นๆ อีกมากมาย... @@ -131,6 +136,9 @@ - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - เซิร์ฟเวอร์ที่มีน้ำหนักเบาแต่ทรงพลังที่ช่วยให้ผู้ช่วย AI สามารถเรียกใช้คำสั่ง AWS CLI ใช้ท่อ Unix และใช้เทมเพลตพรอมต์สำหรับงาน AWS ทั่วไปในสภาพแวดล้อม Docker ที่ปลอดภัยพร้อมการสนับสนุนหลายสถาปัตยกรรม - [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - เซิร์ฟเวอร์ที่มีน้ำหนักเบาแต่แข็งแกร่งที่ช่วยให้ผู้ช่วย AI สามารถเรียกใช้คำสั่ง CLI ของ Kubernetes (`kubectl`, `helm`, `istioctl` และ `argocd`) โดยใช้ท่อ Unix ในสภาพแวดล้อม Docker ที่ปลอดภัยพร้อมการสนับสนุนหลายสถาปัตยกรรม +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ช่วยให้ผู้ช่วย AI สามารถจัดการและดูแลทรัพยากรบน Alibaba Cloud ได้ โดยรองรับ ECS, การตรวจสอบคลาวด์, OOS และผลิตภัณฑ์คลาวด์อื่นๆ ที่มีการใช้งานอย่างแพร่หลาย +- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S เป็นเครื่องมือจัดการทรัพยากร Kubernetes ขับเคลื่อนด้วย AI ที่ช่วยให้ผู้ใช้สามารถดำเนินการกับทรัพยากรใดๆ ในคลัสเตอร์ Kubernetes ผ่านการโต้ตอบด้วยภาษาธรรมชาติ รวมถึงทรัพยากรดั้งเดิม (เช่น Deployment, Service) และทรัพยากรที่กำหนดเอง (CRD) ไม่จำเป็นต้องจำคำสั่งที่ซับซ้อน เพียงอธิบายความต้องการ และ AI จะดำเนินการในคลัสเตอร์ที่เกี่ยวข้องได้อย่างแม่นยำ ช่วยเพิ่มความสะดวกในการใช้งาน Kubernetes อย่างมาก +- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - รับข้อมูลราคา EC2 ล่าสุดด้วยการเรียกเพียงครั้งเดียว รวดเร็ว ขับเคลื่อนโดยแคตตาล็อกราคา AWS ที่แยกวิเคราะห์ไว้ล่วงหน้า ### 👨‍💻 การเรียกใช้โค้ด @@ -153,6 +161,9 @@ - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) - 🌐 ☁️ - เซิร์ฟเวอร์ Nostr MCP ที่ช่วยให้สามารถโต้ตอบกับ Nostr เปิดใช้งานการโพสต์บันทึก และอื่นๆ - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - โต้ตอบกับการค้นหาและไทม์ไลน์ Twitter - [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) - 🐍 💬 - เซิร์ฟเวอร์ MCP เพื่อสร้างกล่องจดหมายแบบทันทีสำหรับส่ง รับ และดำเนินการกับอีเมล เราไม่ใช่ตัวแทน AI สำหรับอีเมล แต่เป็นอีเมลสำหรับตัวแทน AI +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - เซิร์ฟเวอร์ MCP สำหรับการรวมบัญชี LINE ทางการ +- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - เซิร์ฟเวอร์ MCP สำหรับส่งข้อความ WhatsApp Business ผ่านแพลตฟอร์ม YCloud +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - เซิร์ฟเวอร์ MCP สำหรับ Product Hunt โต้ตอบกับโพสต์ที่กำลังเป็นที่นิยม ความคิดเห็น คอลเลกชัน ผู้ใช้ และอื่นๆ อีกมากมาย ### 👤 แพลตฟอร์มข้อมูลลูกค้า @@ -160,6 +171,7 @@ - [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - เชื่อมต่อกับ [iaptic](https://www.iaptic.com) เพื่อถามเกี่ยวกับการซื้อของลูกค้า ข้อมูลธุรกรรม และสถิติรายได้ของแอป - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - เชื่อมต่อข้อมูลเปิดใดๆ กับ LLM ใดๆ ด้วย Model Context Protocol +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - ปลั๊กอินสำหรับ MCP Server ที่สร้างขึ้นเพื่อสร้างแผนภูมิการมองเห็นข้อมูลโดยใช้ [AntV](https://github.com/antvis) ### 🗄️ ฐานข้อมูล @@ -175,11 +187,13 @@ - [centralmind/gateway](https://github.com/centralmind/gateway) 🏎️ 🏠 🍎 🪟 - เซิร์ฟเวอร์ MCP และ MCP SSE ที่สร้าง API โดยอัตโนมัติตามสคีมาและข้อมูลของฐานข้อมูล รองรับ PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - การผสานรวมฐานข้อมูล ClickHouse พร้อมความสามารถในการตรวจสอบสคีมาและการสืบค้น - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - การใช้งานเซิร์ฟเวอร์ MCP ที่ให้การโต้ตอบกับ Elasticsearch +- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - เซิร์ฟเวอร์ MCP แบบครบวงจรสำหรับการพัฒนาและการดำเนินการ Postgres พร้อมเครื่องมือสำหรับการวิเคราะห์ประสิทธิภาพ การปรับแต่ง และการตรวจสอบสถานะ - [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - เซิร์ฟเวอร์ Trino MCP เพื่อสืบค้นและเข้าถึงข้อมูลจากคลัสเตอร์ Trino +- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - การใช้งานเซิร์ฟเวอร์ Model Context Protocol (MCP) สำหรับ Trino ด้วยภาษา Go. - [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - การผสานรวมฐานข้อมูล MySQL พร้อมการควบคุมการเข้าถึงที่กำหนดค่าได้ การตรวจสอบสคีมา และแนวทางความปลอดภัยที่ครอบคลุม - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - การผสานรวมฐานข้อมูล Airtable พร้อมความสามารถในการตรวจสอบสคีมา การอ่าน และการเขียน - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - การใช้งานเซิร์ฟเวอร์สำหรับการผสานรวม Google BigQuery ที่ช่วยให้สามารถเข้าถึงและสืบค้นฐานข้อมูล BigQuery ได้โดยตรง -- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 🐍 🏠 - การผสานรวมฐานข้อมูล MySQL บน Node.js ที่ให้การดำเนินการฐานข้อมูล MySQL ที่ปลอดภัย +- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - การผสานรวมฐานข้อมูล MySQL บน Node.js ที่ให้การดำเนินการฐานข้อมูล MySQL ที่ปลอดภัย - [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - ฐานข้อมูลบัญชีแยกประเภท Fireproof พร้อมการซิงค์ผู้ใช้หลายคน - [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – เซิร์ฟเวอร์ MCP ฐานข้อมูลหลายตัวประสิทธิภาพสูงที่สร้างด้วย Golang รองรับ MySQL & PostgreSQL (NoSQL กำลังจะมาเร็วๆ นี้) รวมถึงเครื่องมือในตัวสำหรับการเรียกใช้คำสั่ง การจัดการธุรกรรม การสำรวจสคีมา การสร้างคำสั่ง และการวิเคราะห์ประสิทธิภาพ พร้อมการผสานรวม Cursor อย่างราบรื่นสำหรับเวิร์กโฟลว์ฐานข้อมูลที่ปรับปรุงแล้ว - [furey/mongodb-lens](https://github.com/furey/mongodb-lens) 📇 🏠 - MongoDB Lens: เซิร์ฟเวอร์ MCP ที่มีคุณสมบัติครบถ้วนสำหรับฐานข้อมูล MongoDB @@ -217,6 +231,8 @@ - [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - เซิร์ฟเวอร์ MCP เพื่อเชื่อมต่อกับคอลเลกชัน Weaviate ของคุณเป็นฐานความรู้ รวมถึงการใช้ Weaviate เป็นที่เก็บหน่วยความจำแชท - [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — เซิร์ฟเวอร์ MCP ที่รองรับการดึงข้อมูลจากฐานข้อมูลโดยใช้คำสั่งภาษาธรรมชาติ ขับเคลื่อนโดย XiyanSQL เป็น LLM แบบ text-to-SQL - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - เซิร์ฟเวอร์ Model Context Protocol สำหรับโต้ตอบกับ Google Sheets เซิร์ฟเวอร์นี้มีเครื่องมือสำหรับสร้าง อ่าน อัปเดต และจัดการสเปรดชีตผ่าน Google Sheets API +- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - เซิร์ฟเวอร์ MCP สำหรับการผสานรวม Google Sheets API พร้อมความสามารถในการอ่าน เขียน จัดรูปแบบ และจัดการแผ่นงานอย่างครอบคลุม +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – เซิร์ฟเวอร์ MCP สำหรับโต้ตอบกับฐานข้อมูล [YDB](https://ydb.tech) - [zilliztech/mcp-server-milvus](https://github.com/zilliztech/mcp-server-milvus) 🐍 🏠 ☁️ - เซิร์ฟเวอร์ MCP สำหรับ Milvus / Zilliz ทำให้สามารถโต้ตอบกับฐานข้อมูลของคุณได้ ### 📊 แพลตฟอร์มข้อมูล @@ -231,6 +247,7 @@ เครื่องมือและการผสานรวมที่ปรับปรุงเวิร์กโฟลว์การพัฒนาและการจัดการสภาพแวดล้อม - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - สร้างส่วนประกอบ UI ที่สร้างขึ้นอย่างประณีตซึ่งได้รับแรงบันดาลใจจากวิศวกรออกแบบที่ดีที่สุดของ 21st.dev +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - การรวมกับระบบจัดการทดสอบ [QA Sphere](https://qasphere.com/) ช่วยให้ LLM สามารถค้นพบ สรุป และโต้ตอบกับกรณีทดสอบได้โดยตรงจาก IDE ที่ขับเคลื่อนด้วย AI - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - วิเคราะห์โค้ดเบสของคุณโดยระบุไฟล์สำคัญตามความสัมพันธ์ของการพึ่งพา สร้างไดอะแกรมและคะแนนความสำคัญ ช่วยให้ผู้ช่วย AI เข้าใจโค้ดเบส - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 เซิร์ฟเวอร์ MCP ที่รองรับการสืบค้นและจัดการทรัพยากรทั้งหมดใน [Apache APISIX](https://github.com/apache/apisix) - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - ผสานรวม API ใดๆ กับตัวแทน AI ได้อย่างราบรื่น (ด้วย OpenAPI Schema) @@ -268,6 +285,7 @@ - [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - การใช้งานความสามารถของ Claude Code โดยใช้ MCP เปิดใช้งานความเข้าใจโค้ด AI การแก้ไข และการวิเคราะห์โปรเจ็กต์ด้วยการสนับสนุนเครื่องมือที่ครอบคลุม - [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - เชื่อมต่อเซิร์ฟเวอร์ HTTP/REST API ใดๆ โดยใช้ข้อกำหนด Open API (v3) - [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - เซิร์ฟเวอร์ MCP สำหรับ LLDB เปิดใช้งานการวิเคราะห์ไบนารีและไฟล์คอร์ของ AI การดีบัก การแยกส่วนประกอบ +- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - บริการ MCP สำหรับการปรับใช้เนื้อหา HTML บน EdgeOne Pages และรับ URL ที่สามารถเข้าถึงได้จากสาธารณะ - [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - โปรแกรมแก้ไขไฟล์ข้อความแบบบรรทัดต่อบรรทัด ปรับให้เหมาะสมสำหรับเครื่องมือ LLM ด้วยการเข้าถึงไฟล์บางส่วนที่มีประสิทธิภาพเพื่อลดการใช้โทเค็น - [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - เซิร์ฟเวอร์ MCP สำหรับการแปลงรูปแบบเอกสารอย่างราบรื่นโดยใช้ Pandoc รองรับ Markdown, HTML, PDF, DOCX (.docx), csv และอื่นๆ - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - เชื่อมต่อกับ VSCode ide และใช้เครื่องมือเชิงความหมายเช่น `find_usages` @@ -279,6 +297,9 @@ - [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ให้ข้อมูล Typescript API อย่างมีประสิทธิภาพแก่ตัวแทนเพื่อให้สามารถทำงานกับ API ที่ไม่ได้รับการฝึกฝน - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP เพื่อดึงข้อมูล JSON, ข้อความ และ HTML ได้อย่างยืดหยุ่น - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - เซิร์ฟเวอร์ MCP เพื่อเชื่อมต่อกับไปป์ไลน์ MLOps และ LLMOps ของ [ZenML](https://www.zenml.io) +- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – ระบบจัดการงานที่ออกแบบมาสำหรับการเขียนโปรแกรมโดยเฉพาะ ช่วยเพิ่มประสิทธิภาพให้กับโค้ดดิ้งเอเจนต์อย่าง Cursor AI ด้วยหน่วยความจำงานขั้นสูง การสะท้อนตนเอง และการจัดการลำดับงาน [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) +- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - เซิร์ฟเวอร์ MCP สำหรับการรันโค้ดในเครื่องผ่าน Docker และรองรับภาษาการเขียนโปรแกรมหลายภาษา +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ ROS MCP ช่วยควบคุมหุ่นยนต์โดยแปลงคำสั่งภาษาธรรมชาติของผู้ใช้ให้เป็นคำสั่งควบคุม ROS หรือ ROS2 ### 🧮 เครื่องมือวิทยาศาสตร์ข้อมูล @@ -313,6 +334,7 @@ เครื่องมือเข้าถึงและวิเคราะห์ข้อมูลทางการเงิน ช่วยให้โมเดล AI สามารถทำงานกับข้อมูลตลาด แพลตฟอร์มการซื้อขาย และข้อมูลทางการเงิน +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - MCP ที่สร้างจากผลิตภัณฑ์ของ Qiniu Cloud รองรับการเข้าถึงบริการจัดเก็บข้อมูล Qiniu Cloud, บริการมัลติมีเดียอัจฉริยะ และอื่นๆ - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - การผสานรวม Coinmarket API เพื่อดึงรายการและราคา cryptocurrency - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API เพื่อโต้ตอบกับสัญญาอัจฉริยะ สืบค้นข้อมูลธุรกรรมและโทเค็น - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - การผสานรวม Base Network สำหรับเครื่องมือ onchain ช่วยให้สามารถโต้ตอบกับ Base Network และ Coinbase API สำหรับการจัดการกระเป๋าเงิน การโอนเงิน สัญญาอัจฉริยะ และการดำเนินการ DeFi @@ -348,6 +370,8 @@ - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - การผสานรวมข้อมูลตลาด cryptocurrency แบบเรียลไทม์โดยใช้ API สาธารณะของ CoinCap ให้การเข้าถึงราคา crypto และข้อมูลตลาดโดยไม่ต้องใช้คีย์ API - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - เครื่องมือ MCP ที่ให้ข้อมูลตลาด cryptocurrency โดยใช้ CoinGecko API - [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - เครื่องมือ MCP ที่ให้ข้อมูลตลาดหุ้นและการวิเคราะห์โดยใช้ Yahoo Finance API +- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - เซิร์ฟเวอร์ MCP ที่ใช้ baostock เป็นฐาน ให้การเข้าถึงและวิเคราะห์ข้อมูลตลาดหุ้นจีน +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่เชื่อมต่อกับแพลตฟอร์ม CRIC Wuye AI โดย CRIC Wuye AI เป็นผู้ช่วย AI อัจฉริยะที่บริษัท CRIC พัฒนาขึ้นสำหรับอุตสาหกรรมการบริหารอสังหาริมทรัพย์ ### 🎮 เกม @@ -357,6 +381,7 @@ - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP สำหรับโต้ตอบกับเอนจิ้นเกม Godot ให้เครื่องมือสำหรับการแก้ไข รัน ดีบัก และจัดการฉากในโปรเจ็กต์ Godot - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - เข้าถึงข้อมูลผู้เล่น Chess.com บันทึกเกม และข้อมูลสาธารณะอื่นๆ ผ่านอินเทอร์เฟซ MCP มาตรฐาน ช่วยให้ผู้ช่วย AI สามารถค้นหาและวิเคราะห์ข้อมูลหมากรุก - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับข้อมูล Fantasy Premier League แบบเรียลไทม์และเครื่องมือวิเคราะห์ +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - เข้าถึงข้อมูลเกมแบบเรียลไทม์จากเกมยอดนิยมเช่น League of Legends, TFT และ Valorant นำเสนอการวิเคราะห์แชมเปี้ยน ตารางการแข่งขันอีสปอร์ต องค์ประกอบเมต้า และสถิติตัวละคร ### 🧠 ความรู้และความจำ @@ -365,10 +390,12 @@ - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - หน่วยความจำแบบกราฟที่ปรับปรุงแล้วโดยเน้นที่การเล่นบทบาท AI และการสร้างเรื่องราว - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - นำเข้าอะไรก็ได้จาก Slack, Discord, เว็บไซต์, Google Drive, Linear หรือ GitHub ลงในโปรเจ็กต์ Graphlit - จากนั้นค้นหาและดึงความรู้ที่เกี่ยวข้องภายในไคลเอนต์ MCP เช่น Cursor, Windsurf หรือ Cline - [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - การใช้งานเซิร์ฟเวอร์ MCP ที่มีเครื่องมือสำหรับดึงและประมวลผลเอกสารผ่านการค้นหาเวกเตอร์ ช่วยให้ผู้ช่วย AI สามารถเสริมการตอบสนองด้วยบริบทเอกสารที่เกี่ยวข้อง +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่สร้างขึ้นบน [markmap](https://github.com/markmap/markmap) ซึ่งแปลง **Markdown** เป็น**แผนผังความคิด**แบบโต้ตอบได้ รองรับการส่งออกหลายรูปแบบ (PNG/JPG/SVG) การแสดงตัวอย่างในเบราว์เซอร์แบบเรียลไทม์ การคัดลอก Markdown ด้วยคลิกเดียว และคุณสมบัติการแสดงผลแบบไดนามิก - [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - ตัวเชื่อมต่อสำหรับ LLMs เพื่อทำงานกับคอลเลกชันและแหล่งข้อมูลบน Zotero Cloud ของคุณ - [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - เซิร์ฟเวอร์ MCP สรุป AI รองรับเนื้อหาหลายประเภท: ข้อความธรรมดา, หน้าเว็บ, เอกสาร PDF, หนังสือ EPUB, เนื้อหา HTML - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - เซิร์ฟเวอร์ Model Context Protocol สำหรับ Mem0 ที่ช่วยจัดการการตั้งค่าและรูปแบบการเขียนโค้ด ให้เครื่องมือสำหรับจัดเก็บ ดึงข้อมูล และจัดการการใช้งานโค้ด แนวทางปฏิบัติที่ดีที่สุด และเอกสารทางเทคนิคใน IDE เช่น Cursor และ Windsurf - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - ระบบหน่วยความจำถาวรแบบกราฟความรู้สำหรับรักษาบริบท +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - ดึงบริบทจากฐานความรู้ [Ragie](https://www.ragie.ai) (RAG) ของคุณที่เชื่อมต่อกับการผสานรวมต่างๆ เช่น Google Drive, Notion, JIRA และอื่นๆ - [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - ตัวจัดการหน่วยความจำสำหรับแอป AI และตัวแทนโดยใช้กราฟและที่เก็บเวกเตอร์ต่างๆ และอนุญาตการนำเข้าจากแหล่งข้อมูลมากกว่า 30 แหล่ง ### 🗺️ บริการตำแหน่ง @@ -393,6 +420,7 @@ เข้าถึงและวิเคราะห์ข้อมูลการตรวจสอบแอปพลิเคชัน ช่วยให้โมเดล AI สามารถตรวจสอบรายงานข้อผิดพลาดและเมตริกประสิทธิภาพ +- [grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - เซิร์ฟเวอร์ MCP ที่อนุญาตให้สืบค้นบันทึก Loki ผ่าน Grafana API - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - ค้นหาแดชบอร์ด ตรวจสอบเหตุการณ์ และสืบค้นแหล่งข้อมูลในอินสแตนซ์ Grafana ของคุณ - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - ปรับปรุงคุณภาพโค้ดที่สร้างโดย AI ผ่านการวิเคราะห์อัจฉริยะตามพรอมต์ใน 10 มิติที่สำคัญตั้งแต่ความซับซ้อนไปจนถึงช่องโหว่ด้านความปลอดภัย - [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - นำบริบทการผลิตแบบเรียลไทม์—บันทึก เมตริก และการติดตาม—เข้าสู่สภาพแวดล้อมในเครื่องของคุณเพื่อแก้ไขโค้ดอัตโนมัติได้เร็วขึ้น @@ -404,6 +432,7 @@ ### 🔎 การค้นหาและการดึงข้อมูล +- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - บริการ Scrapeless Model Context Protocol ทำหน้าที่เป็นตัวเชื่อมเซิร์ฟเวอร์ MCP กับ Google SERP API ช่วยให้สามารถค้นหาเว็บภายในระบบนิเวศ MCP โดยไม่ต้องออกจากมัน - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - การรวม API การค้นหาของ Kagi - [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP สำหรับ LLM เพื่อค้นหาและอ่านเอกสารจาก arXiv - [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP เพื่อค้นหาและอ่านเอกสารทางการแพทย์/วิทยาศาสตร์ชีวภาพจาก PubMed @@ -434,11 +463,13 @@ - [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - เซิร์ฟเวอร์ MCP ของ [Vectorize](https://vectorize.io) สำหรับการดึงข้อมูลขั้นสูง การวิจัยเชิงลึกส่วนตัว การดึงไฟล์ Anything-to-Markdown และการแบ่งส่วนข้อความ - [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - เซิร์ฟเวอร์ MCP ที่ใช้ TypeScript ซึ่งให้ฟังก์ชันการค้นหาของ DuckDuckGo - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) 📇 ☁️ - การสอบถามข้อมูลสินทรัพย์เครือข่ายโดยเซิร์ฟเวอร์ MCP ของ ZoomEye +- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ค้นหาสถานะ Baseline โดยใช้ Web Platform API ### 🔒 ความปลอดภัย - [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - เซิร์ฟเวอร์ MCP สำหรับการรวม Ghidra กับผู้ช่วย AI ปลั๊กอินนี้ช่วยให้สามารถวิเคราะห์ไบนารีได้ โดยมีเครื่องมือสำหรับการตรวจสอบฟังก์ชัน การดีคอมไพล์ การสำรวจหน่วยความจำ และการวิเคราะห์การนำเข้า/ส่งออกผ่าน Model Context Protocol -- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 เซิร์ฟเวอร์ MCP สำหรับวิเคราะห์ผลการรวบรวม ROADrecon จากการแจงนับผู้เช่า Azure +- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 – เซิร์ฟเวอร์ MCP สำหรับวิเคราะห์ผลการรวบรวม ROADrecon จากการแจงนับผู้เช่า Azure +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – เซิร์ฟเวอร์ MCP (Model Context Protocol) ที่ปลอดภัย ช่วยให้ตัวแทน AI สามารถโต้ตอบกับแอปยืนยันตัวตนได้ - [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - เซิร์ฟเวอร์ MCP สำหรับ dnstwist เครื่องมือ fuzzing DNS อันทรงพลังที่ช่วยตรวจจับการพิมพ์ผิด การฟิชชิ่ง และการจารกรรมองค์กร - [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) 📇 🪟 ☁️ - เซิร์ฟเวอร์ MCP สำหรับ maigret เครื่องมือ OSINT อันทรงพลังที่รวบรวมข้อมูลบัญชีผู้ใช้จากแหล่งสาธารณะต่างๆ เซิร์ฟเวอร์นี้มีเครื่องมือสำหรับค้นหาชื่อผู้ใช้ในโซเชียลเน็ตเวิร์กและวิเคราะห์ URL - [BurtTheCoder/mcp-shodan](https://github.com/BurtTheCoder/mcp-shodan) 📇 🪟 ☁️ - เซิร์ฟเวอร์ MCP สำหรับสอบถาม API ของ Shodan และ Shodan CVEDB เซิร์ฟเวอร์นี้มีเครื่องมือสำหรับการค้นหา IP การค้นหาอุปกรณ์ การค้นหา DNS การสอบถามช่องโหว่ การค้นหา CPE และอื่นๆ @@ -453,6 +484,7 @@ เครื่องมือสำหรับการเข้าถึงข้อมูลที่เกี่ยวข้องกับกีฬา ผลการแข่งขัน และสถิติ - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - เข้าถึงข้อมูลการแข่งขันจักรยาน ผลการแข่งขัน และสถิติผ่านภาษาธรรมชาติ คุณสมบัติรวมถึงการดึงรายชื่อผู้เริ่มต้น ผลการแข่งขัน และข้อมูลนักปั่นจาก firstcycling.com +- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - เซิร์ฟเวอร์ MCP ที่ผสานรวมกับ Squiggle API เพื่อให้ข้อมูลเกี่ยวกับทีมในลีกออสเตรเลียนฟุตบอล, ตารางอันดับ, ผลการแข่งขัน, การทำนายผล, และการจัดอันดับพลัง. ### 🎧 การสนับสนุนและการจัดการบริการ @@ -509,6 +541,7 @@ - [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server/) 📇 🏠 🍎 - ช่วยให้อ่านโน้ตและแท็กสำหรับแอปจดโน้ต Bear ผ่านการรวมโดยตรงกับฐานข้อมูล sqlite ของ Bear - [billster45/mcp-chatgpt-responses](https://github.com/billster45/mcp-chatgpt-responses) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับ Claude เพื่อพูดคุยกับ ChatGPT และใช้ความสามารถในการค้นหาเว็บของมัน - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - ช่วยให้ AI สามารถสอบถามเซิร์ฟเวอร์ GraphQL +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - ใช้เครื่องมือการกำหนดแบบสอบถาม/การกลายพันธุ์ GraphQL ทั่วไป และ gqai จะสร้างเซิร์ฟเวอร์ MCP ให้กับคุณโดยอัตโนมัติ - [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - ตัวเชื่อมต่อนี้ช่วยให้ Claude Desktop (หรือไคลเอนต์ MCP ใดๆ) อ่านและค้นหาไดเรกทอรีที่มีโน้ต Markdown (เช่น vault ของ Obsidian) - [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) 🐍 🏠 - เครื่องมือ CLI อีกตัวสำหรับทดสอบเซิร์ฟเวอร์ MCP - [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - รวมเข้ากับ API ของ Notion เพื่อจัดการรายการสิ่งที่ต้องทำส่วนตัว @@ -567,6 +600,7 @@ - [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - เซิร์ฟเวอร์ MCP ที่ให้ฟังก์ชันวันที่และเวลาในรูปแบบต่างๆ - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - อินเทอร์เฟซเว็บ UI ง่ายๆ เพื่อติดตั้งและจัดการเซิร์ฟเวอร์ MCP สำหรับแอป Claude Desktop - [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ เซิร์ฟเวอร์ Model-Context-Protocol (MCP) สำหรับการรวมเข้ากับ API ของ Yuque ช่วยให้โมเดล AI จัดการเอกสาร โต้ตอบกับฐานความรู้ ค้นหาเนื้อหา และเข้าถึงข้อมูลการวิเคราะห์จากแพลตฟอร์ม Yuque +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - การใช้งาน MCP เซิร์ฟเวอร์ที่ห่อหุ้ม Ankr Advanced API สามารถเข้าถึงข้อมูล NFT, โทเค็น และบล็อกเชนในหลายเครือข่ายรวมถึง Ethereum, BSC, Polygon, Avalanche และอื่นๆ ## กรอบการทำงาน (Frameworks) @@ -635,4 +669,4 @@ https://modelcontextprotocol.io/llms-full.txt Star History Chart - \ No newline at end of file + diff --git a/README-zh.md b/README-zh.md index 46f84788..cd4638c0 100644 --- a/README-zh.md +++ b/README-zh.md @@ -5,6 +5,7 @@ [![简体中文](https://img.shields.io/badge/简体中文-点击查看-orange)](README-zh.md) [![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) [![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) [![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) [![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) @@ -28,7 +29,7 @@ 查看 [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) 和 [glama.ai/mcp/clients](https://glama.ai/mcp/clients)。 -> [!TIP] +> [!TIP] > [Glama Chat](https://glama.ai/chat)是一款支持MCP的多模态AI客户端，并集成[AI网关](https://glama.ai/gateway)功能。 ## 教程 @@ -69,13 +70,16 @@ > [!NOTE] > 我们现在有一个与存储库同步的[基于 Web 的目录](https://glama.ai/mcp/servers)。 +* 🔗 - [Aggregators](#aggregators) * 📂 - [浏览器自动化](#browser-automation) * 🎨 - [艺术与文化](#art-and-culture) * ☁️ - [云平台](#cloud-platforms) +* 🤖 - [编程智能体](#coding-agents) * 🖥️ - [命令行](#command-line) * 💬 - [社交](#communication) * 👤 - [客户数据平台](#customer-data-platforms) * 🗄️ - [数据库](#databases) +* 📊 - [数据平台](#data-platforms) * 🛠️ - [开发者工具](#developer-tools) * 🧮 - [数据科学工具](#data-science-tools) * 📂 - [文件系统](#file-systems) @@ -93,6 +97,16 @@ * 🔄 - [版本控制](#version-control) * 🛠️ - [其他工具和集成](#other-tools-and-integrations) +### 🔗 聚合器 + +通过单个MCP服务器访问多个应用程序和工具的服务器。 + +- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - 10秒内将Web API转换为MCP服务器并将其添加到开源注册表中: https://open-mcp.org +- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - 一个代理工具，用于将多个MCP服务器组合成一个统一的端点。通过跨多个MCP服务器负载均衡请求来扩展您的AI工具，类似于Nginx对Web服务器的工作方式。 +- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一个统一的中间件MCP服务器，通过GUI管理您的MCP连接。 +- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一键将Web API转成为MCP服务器，而无需对服务器端代码进行任何修改。 +- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一个通过 MCP 使用 Google Imagen 3.0 API 的强大图像生成工具。使用文本提示生成具有高级摄影、艺术和逼真控制的高质量图像。 + ### 📂 浏览器自动化 Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和处理 Web 内容。 @@ -108,11 +122,13 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🌐🔮 - browser-use是一个封装了SSE传输协议的MCP服务器。包含一个dockerfile用于在docker中运行chromium浏览器+VNC服务器。 - [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一个支持搜索 B站 内容的 MCP 服务器。提供LangChain调用示例、测试脚本。 - [@getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 🐍 🏠 - 从任何网站提取结构化数据。只需输入提示即可获取JSON。 +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - 可本地部署或自托管的浏览器自动化操作，原生支持 MCP 和 A2A。 ### 🎨 艺术与文化 提供艺术收藏、文化遗产和博物馆数据库的访问与探索。让 AI 模型能够搜索和分析艺术文化内容。 +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - 提供全面精准的八字排盘和测算信息 - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 📹🎬 - 从您的视频集合中添加、分析、搜索和生成视频剪辑 - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - 荷兰国立博物馆 API 集成，支持艺术品搜索、详情查询和收藏品浏览 - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - 集成 AniList API 获取动画和漫画信息的 MCP 服务器 @@ -121,8 +137,11 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 云平台服务集成。实现与云基础设施和服务的管理和交互。 +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - 基于七牛云产品构建的 MCP，支持访问七牛云存储、智能多媒体服务等。 - [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - 与 Cloudflare 服务集成，包括 Workers、KV、R2 和 D1 +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - 上传和操作 IPFS 存储 - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - 一款轻量但功能强大的服务器，使AI助手能够在支持多架构的安全Docker环境中执行AWS CLI命令、使用Unix管道，并为常见AWS任务应用提示模板。 +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - 一款MCP服务器，使AI助手能够运维管理阿里云上的资源，支持ECS、云监控、OOS和其他各种广泛使用的云产品。 - [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ 通过 MCP 操作 Kubernetes 集群 - [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 使用 Typescript 实现 Kubernetes 集群中针对 pod、部署、服务的操作。 - [@manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 一个功能强大的Kubernetes MCP服务器，额外支持OpenShift。除了为**任何**Kubernetes资源提供CRUD操作外，该服务器还提供专用工具与您的集群进行交互。 @@ -134,6 +153,14 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 提供 Kubernetes 集群资源管理, 深度分析集群和应用的健康状态 - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - 提供对 Netskope Private Access 环境中所有组件的访问权限，包含详细的设置信息和 LLM 使用示例。 - [weibaohui/k8m](https://github.com/weibaohui/k8m) - 🏎️ ☁️/🏠 提供MCP多集群k8s管理操作，提供管理界面、日志，内置近50种工具，覆盖常见运维开发场景，支持常规资源、CRD资源。 +- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S 是一个 AI 驱动的 Kubernetes 资源管理工具，通过自然语言交互方式，让用户能够轻松操作 Kubernetes 集群中的任意资源，包括原生资源（如 Deployment、Service）和自定义资源（CRD）。无需记忆复杂命令，只需描述需求，AI 就能准确执行对应的集群操作，大大提升了 Kubernetes 的易用性。 +- [portainer/portainer-mcp](https://github.com/portainer/mcp-server) 🏎️ ☁️/🏠 - 一个用于管理 Portainer 容器管理平台的 MCP 服务器，支持通过自然语言交互来管理容器、镜像、网络和卷等资源。 + +### 🤖 编程智能体 + +使大语言模型能够读取、编辑和执行代码，并自主解决各种编程任务。 + +- [jinzcdev/leetcode-mcp-server](https://github.com/jinzcdev/leetcode-mcp-server) 📇 ☁️ - 一个专为 LeetCode(力扣) 设计的 MCP 服务，实现自动化获取编程题目、题解文章、提交记录等公开数据，并支持用户认证（用于笔记、解题进度等私有数据），同时支持 `leetcode.com`（国际版）和 `leetcode.cn`（中国版）双站点。 ### 🖥️ 命令行 @@ -151,7 +178,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - 用于管理 Google Tasks 的 MCP 服务器 - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - MCP 服务器通过模型上下文协议 (MCP) 提供对 iMessage 数据库的安全访问，使 LLM 能够通过适当的电话号码验证和附件处理来查询和分析 iMessage 对话 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用于频道管理和消息传递的 Slack 工作区集成 -- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互 +- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 实例集成，用于查询和交互 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 与 Gmail 和 Google 日历集成。 - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 与 Twitter 搜索和时间线进行交互 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - MCP服务器 Tools 应用程序，用于向企业微信群机器人发送各种类型的消息。 @@ -159,8 +186,11 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - 🐍 ☁️ - 一款专为 Inbox Zero 设计的MCP服务器。在Gmail基础上新增功能，例如识别需要回复或跟进处理的邮件。 - [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - 一款通过模型上下文协议（MCP）安全连接iMessage数据库的MCP服务器，支持大语言模型查询与分析iMessage对话。该系统具备完善的电话号码验证、附件处理、联系人管理、群聊操作功能，并全面支持消息收发。 - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 这是一个与VRChat API交互的MCP服务器。您可以获取VRChat的好友、世界、化身等信息。 +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - 整合 LINE 官方账号的 MCP 服务器 - [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) - 📇 ☁️ - 一个用于连接Google Tasks API的MCP服务器 - [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) 通过使用 ntfy 向手机发送通知，实时更新信息的 MCP 服务器。 +- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - 一个通过 YCloud 平台发送 WhatsApp Business 消息的 MCP 服务器。 +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - Product Hunt 的 MCP 服务器。与热门帖子、评论、收藏集、用户等进行交互。 ### 👤 客户数据平台 @@ -170,6 +200,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍☁️ - 使用模型上下文协议将任何开放数据连接到任何 LLM。 - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍☁️ - MCP 服务器可从任何 MCP 客户端与 Tinybird Workspace 进行交互。 - [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 连接 [iaptic](https://www.iaptic.com) 平台，让您轻松查询客户购买记录、交易数据以及应用营收统计信息。 +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一个基于 [AntV](https://github.com/antvis) 生成数据可视化图表的 MCP Server 插件。 ### 🗄️ 数据库 @@ -181,6 +212,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - 将AI工具直接连接至Airtable。通过自然语言查询、创建、更新及删除记录。通过标准化MCP接口实现的功能包括：基库管理、表格操作、结构修改、记录筛选以及数据迁移。 - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery 数据库集成了架构检查和查询功能 - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB 数据库集成，包括表结构的建立 DDL 和 SQL 的执行 +- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - 全能型 MCP 服务器，用于 Postgres 开发和运维，提供性能分析、调优和健康检查等工具 - [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) 🐍 ☁️ - TDolphinDB数据库集成，具备模式检查与查询功能 - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Google BigQuery 集成的服务器实现，可实现直接 BigQuery 数据库访问和查询功能 - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - 集成 Apache Kafka 和 Timeplus。可以获取Kafka中的最新数据，并通过 Timeplus 来 SQL 查询。 @@ -189,14 +221,16 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - 用于Apache Kafka和Timeplus的MCP服务器。能够列出Kafka主题、轮询Kafka消息、将Kafka数据本地保存，并通过Timeplus使用SQL查询流数据。 - [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式账本数据库，支持多用户数据同步 - [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL 数据库集成可配置的访问控制、模式检查和全面的安全指南 -- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 🐍 🏠 - 基于 Node.js 的 MySQL 数据库集成，提供安全的 MySQL 数据库操作 +- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - 支持SSE，STDIO；不仅止于mysql的增删改查功能；还包含了数据库异常分析能力；根据角色控制数据库权限；且便于开发者们进行个性化的工具扩展 +- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - 基于 Node.js 的 MySQL 数据库集成，提供安全的 MySQL 数据库操作 - [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – 一款基于Golang构建的高性能多数据库MCP服务器，支持MySQL和PostgreSQL（即将支持NoSQL）。内置查询执行、事务管理、模式探索、查询构建以及性能分析工具，与Cursor无缝集成优化数据库工作流程。 - [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 数据库集成了模式检查和查询功能 - [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有内置分析功能的 SQLite 数据库操作 - [@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP 服务器用于管理和创建 Supabase 中的项目和组织 - [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB 数据库集成了模式检查和查询功能 -- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - 用于查询和访问Trino集群数据的Trino MCP服务器。 -- [memgraph/mcp-memgraph](https://github.com/memgraph/mcp-memgraph) 🐍 🏠 - Memgraph MCP服务器 - 包含一个对Memgraph执行查询的工具以及一个模式资源。 +- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - 用于查询和访问Trino集群数据的Trino MCP服务器。 +- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - 用于 Trino 的 Model Context Protocol (MCP) 服务器的 Go 实现. +- [memgraph/mcp-memgraph](https://github.com/memgraph/mcp-memgraph) 🐍 🏠 - Memgraph MCP 서버 - 包含一个对Memgraph执行查询的工具以及一个模式资源。 - [furey/mongodb-lens](https://github.com/furey/mongodb-lens) 📇 🏠 - MongoDB Lens：功能全面的MongoDB数据库MCP服务器 - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - MongoDB 集成使 LLM 能够直接与数据库交互。 - [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) 📇 🏠 - MongoDB 的模型上下文协议服务器 @@ -208,6 +242,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - 一个 MCP 服务器，通过模型上下文协议 （MCP） 提供对 SQLite 数据库的安全只读访问。该服务器是使用 FastMCP 框架构建的，它使 LLM 能够探索和查询具有内置安全功能和查询验证的 SQLite 数据库。 - [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone 与矢量搜索功能的集成 - [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基于SQLAlchemy的通用数据库集成，支持PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等众多数据库。具有架构和关系检查以及大型数据集分析功能。 +- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – 基于 Go 的开箱即用的 MySQL MCP 服务器，支持只读模式和自动 Schema 检查。 - [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - 连接到任何兼容JDBC的数据库，执行查询、插入、更新、删除等操作。 - [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - 查询和分析Azure Data Explorer数据库 - [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - 查询并分析开源监控系统Prometheus。 @@ -217,17 +252,28 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - 查询 GreptimeDB 的 MCP 服务。 - [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - 针对 InfluxDB OSS API v2 运行查询 - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - 一个用于与 Google Sheets 交互的模型上下文协议服务器。该服务器通过 Google Sheets API 提供创建、读取、更新和管理电子表格的工具。 +- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 具有全面读取、写入、格式化和工作表管理功能的 Google Sheets API 集成 MCP 服务器。 - [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) 🐍 🏠 - 一个Qdrant MCP服务器 +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – MCP 服务器：用于与 [YDB](https://ydb.tech) 数据库交互。 +- [yincongcyincong/VictoriaMetrics-mcp-server](https://github.com/yincongcyincong/VictoriaMetrics-mcp-server) 🐍 🏠 - VictoriaMetrics 数据库 MCP 服务器. + +### 📊 数据平台 + +用于数据集成、转换和管道编排的数据平台。 + +- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - 与 Flowcore 交互以执行操作、提取数据以及分析、交叉引用和利用数据核心或公共数据核心中的任何数据；全部通过人类语言完成。 ### 💻 开发者工具 增强开发工作流程和环境管理的工具和集成。 - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - 打造受21世纪顶尖设计工程师启发的精致UI组件。 +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 与[QA Sphere](https://qasphere.com/)测试管理系统集成，使LLM能够发现、总结和操作测试用例，并可直接从AI驱动的IDE访问 - [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - 使用自然语言与您的LLM可观测性、Opik捕获的追踪和监控数据进行对话。 - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - 为编码代理提供直接访问Figma数据的权限，助力其一次性完成设计实现。 - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通过 MCP 进行 Docker 容器管理和操作 - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一个灵活获取 JSON、文本和 HTML 数据的 MCP 服务器 +- [kealuya/mcp-jina-ai](https://github.com/kealuya/mcp-jina-ai) 🏎️ 🏠 - 集成 Jina.ai 将目标网页进行总结，转换成对LLM友好的Markdown格式返回 - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支持项目管理、文件操作和构建自动化 - [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - 使用开放 API 规范 (v3) 连接任何 HTTP/REST API 服务器 - [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - 连接到 JetBrains IDE @@ -247,6 +293,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [@xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) 📇 🏠 - 一个基于JVM的MCP（模型上下文协议）服务器的实现项目。 - [@yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) 🐍 🏠 - 使用官方客户端连接至[Apache Airflow](https://airflow.apache.org/)的MCP服务器。 - [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) 🐍 🏠 - 通过MCP利用AI控制安卓设备，实现设备操控、调试、系统分析及UI自动化，并配备全面的安全框架。 +- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - 通过MCP利用AI控制鸿蒙(next)设备，实现设备操控及UI自动化 - [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️🐍☁️🍎 - 用于事件管理平台 Rootly](https://rootly.com/) 的 MCP 服务器 - [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) 🐍 🏠 - 用于生成漂亮交互式思维导图mindmap的模型上下文协议（MCP）服务器。 - [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - 用于本地压缩各种图片格式的 MCP 服务器。 @@ -258,6 +305,11 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - 支持对 [Higress](https://github.com/alibaba/higress/blob/main/README_ZH.md) 网关进行全面的配置和管理。 - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - MCP服务器让LLM能够了解您的OpenAPI规范的所有信息，以发现、解释和生成代码/模拟数据 - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - 无缝集成任何 API 与 AI 代理（通过 OpenAPI 架构） +- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – 一款专为编程开发设计的任务管理系统，通过先进的任务记忆、自我反思和依赖管理，增强如 Cursor AI 等编码代理的能力。 [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) +- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - 一个MCP服务器，用于在本地通过docker运行代码，并支持多种编程语言。 +- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - 基于 EdgeOne Pages 的 MCP 服务器，支持代码部署为在线页面。 +- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - 查询 pkg.go.dev 上的 golang 包信息 +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCP服务器通过将用户的自然语言指令转换为ROS或ROS2控制指令，以支持机器人的控制。 ### 🧮 数据科学工具 @@ -285,7 +337,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 金融数据访问和加密货币市场信息。支持查询实时市场数据、加密货币价格和财务分析。 -- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能 +- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - 通过Heurist Mesh网络访问专业化的web3 AI代理，用于区块链分析、智能合约安全审计、代币指标评估及链上交互。提供全面的DeFi分析工具、NFT估值及跨多链交易监控功能 - [@base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - 集成Base网络的链上工具，支持与Base网络及Coinbase API交互，实现钱包管理、资金转账、智能合约和DeFi操作 - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息 - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价 @@ -305,6 +357,9 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - 一个MCP服务器，通过The Graph提供的索引区块链数据为AI代理提供支持。 - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI 提供港美股等市场的股票实时行情数据，通过 MCP 提供 AI 接入分析、交易能力。 - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 使用 Bitget 公共 API 去获取加密货币最新价格 +- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - 基于 baostock 的 MCP 服务器,提供对中国股票市场数据的访问和分析功能。 +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - 接入 CRIC物业AI 平台的 MCP 服务器。CRIC物业AI 是克而瑞专为物业行业打造的智能 AI 助理。 +- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - 一个获取专业级金融数据的MCP服务器，支持Tushare等多种数据供应商。 ### 🎮 游戏 @@ -313,11 +368,13 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - 一个用于与Godot游戏引擎交互的MCP服务器，提供编辑、运行、调试和管理Godot项目中场景的工具。 - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - 用于实时 Fantasy Premier League 数据和分析工具的 MCP 服务器。 - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) 📇 #️⃣ 🏠 - Unity3d 游戏引擎集成 MCP 服务器 +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - 访问英雄联盟、云顶之弈、无界英雄等热门游戏的实时游戏数据，提供英雄分析、电竞赛程、元组合和角色统计。 ### 🧠 知识与记忆 使用知识图谱结构的持久内存存储。使 AI 模型能够跨会话维护和查询结构化信息。 +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - 基于 [markmap](https://github.com/markmap/markmap) 构建的 MCP 服务器，可将 **Markdown** 转换为交互式的 **思维导图**。支持多格式导出（PNG/JPG/SVG）、浏览器在线预览、一键复制 Markdown 和动态可视化功能。 - [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - 基于知识图谱的长期记忆系统用于维护上下文 - [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - 增强基于图形的记忆，重点关注 AI 角色扮演和故事生成 - [/topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - AI应用程序和Agent的内存管理器使用各种图存储和向量存储，并允许从 30 多个数据源提取数据 @@ -326,6 +383,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI摘要生成MCP服务器，支持多种内容类型：纯文本、网页、PDF文档、EPUB电子书、HTML内容 - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - 将来自Slack、Discord、网站、Google Drive、Linear或GitHub的任何内容摄取到Graphlit项目中，然后在诸如Cursor、Windsurf或Cline等MCP客户端中搜索并检索相关知识。 - [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用于 Mem0 的模型上下文协议服务器，帮助管理编码偏好和模式，提供工具用于存储、检索和语义处理代码实现、最佳实践和技术文档，适用于 Cursor 和 Windsurf 等 IDE +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 从您的 [Ragie](https://www.ragie.ai) (RAG) 知识库中检索上下文，该知识库连接到 Google Drive、Notion、JIRA 等多种集成。 ### 🗺️ 位置服务 @@ -349,15 +407,17 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 访问和分析应用程序监控数据。使 AI 模型能够审查错误报告和性能指标。 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用于错误跟踪和性能监控 -- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控 +- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用于崩溃报告和真实用户监控 - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - 查询并与 Metoro 监控的 kubernetes 环境交互 - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 实例中搜索仪表盘、调查事件并查询数据源 +- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - 一个 MCP 服务器，允许通过 Grafana API 查询 Loki 日志。 - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - 通过Logfire提供对OpenTelemetry追踪和指标的访问 - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - 一款通过模型上下文协议（MCP）暴露系统指标的监控工具。该工具允许大型语言模型通过兼容MCP的接口实时获取系统信息（支持CPU、内存、磁盘、网络、主机、进程）。 - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - 通过基于提示的智能分析，从代码复杂度到安全漏洞等10个关键维度，提升AI生成代码的质量 ### 🔎 搜索 +- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文协议服务作为MCP服务器连接器，连接到Google SERP API，使得在MCP生态系统内无需离开即可进行网页搜索。 - [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能 - [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通过 [Dumpling AI](https://www.dumplingai.com/) 提供的数据访问、网页抓取与文档转换 API - [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜索文章 @@ -365,8 +425,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 搜索 API 集成 - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – 模型上下文协议 (MCP) 服务器让 Claude 等 AI 助手可以使用 Exa AI Search API 进行网络搜索。此设置允许 AI 模型以安全且可控的方式获取实时网络信息。 - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - 通过 search1api 搜索（需要付费 API 密钥） -- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI 搜索 API -- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI 搜索 API +- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI 搜索 API +- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI 搜索 API - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - 搜索 ArXiv 研究论文 - [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍📚 - 在 Google 上搜索并对任何主题进行深度研究 - [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM 用于搜索和阅读 arXiv 上的论文) @@ -383,25 +443,35 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - 这是一个基于TypeScript的MCP服务器，提供DuckDuckGo搜索功能。 - [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - [Vectorize](https://vectorize.io) 用于高级检索的MCP服务器，私有Deep Research，任意文件转Markdown提取及文本分块处理。 - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - 用于通过Playwright无头浏览器获取网页内容的MCP服务器，支持JavaScript渲染与智能内容提取，并输出Markdown或HTML格式。 +- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - 使用Web平台API查询Baseline状态的MCP服务器 ### 🔒 安全 -- [dnstwist MCP Server](https://github.com/BurtTheCoder/mcp-dnstwist) 📇🪟☁️ - dnstwist 的 MCP 服务器，这是一个强大的 DNS 模糊测试工具，可帮助检测域名抢注、钓鱼和企业窃密行为 +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – 一个安全的 MCP（Model Context Protocol）服务器，使 AI 代理能够与认证器应用程序交互。 +- [dnstwist MCP Server](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - dnstwist 的 MCP 服务器，这是一个强大的 DNS 模糊测试工具，可帮助检测域名抢注、钓鱼和企业窃密行为 - [fosdickio/binary_ninja_mcp](https://github.com/Vector35/binaryninja-mcp) 🐍 🏠 🍎 🪟 🐧 - Binary Ninja 的 MCP 服务器和桥接器。提供二进制分析和逆向工程工具。 -- [Maigret MCP Server](https://github.com/BurtTheCoder/mcp-maigret) 📇🪟☁️ - maigret 的 MCP 服务器，maigret 是一款强大的 OSINT 工具，可从各种公共来源收集用户帐户信息。此服务器提供用于在社交网络中搜索用户名和分析 URL 的工具。 -- [Shodan MCP Server](https://github.com/BurtTheCoder/mcp-shodan) 📇🪟☁️ - MCP 服务器用于查询 Shodan API 和 Shodan CVEDB。此服务器提供 IP 查找、设备搜索、DNS 查找、漏洞查询、CPE 查找等工具。 -- [VirusTotal MCP Server](https://github.com/BurtTheCoder/mcp-virustotal) 📇🪟☁️ - 用于查询 VirusTotal API 的 MCP 服务器。此服务器提供用于扫描 URL、分析文件哈希和检索 IP 地址报告的工具。 -- [ORKL MCP Server](https://github.com/fr0gger/MCP_Security) 📇🛡️☁️ - 用于查询 ORKL API 的 MCP 服务器。此服务器提供获取威胁报告、分析威胁行为者和检索威胁情报来源的工具。 -- [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) 📇🛡️☁️ 一个强大的 MCP (模型上下文协议) 服务器，审计 npm 包依赖项的安全漏洞。内置远程 npm 注册表集成，以进行实时安全检查。 +- [Maigret MCP Server](https://github.com/BurtTheCoder/mcp-maigret) 📇 🪟 ☁️ - maigret 的 MCP 服务器，maigret 是一款强大的 OSINT 工具，可从各种公共来源收集用户帐户信息。此服务器提供用于在社交网络中搜索用户名和分析 URL 的工具。 +- [Shodan MCP Server](https://github.com/BurtTheCoder/mcp-shodan) 📇 🪟 ☁️ - MCP 服务器用于查询 Shodan API 和 Shodan CVEDB。此服务器提供 IP 查找、设备搜索、DNS 查找、漏洞查询、CPE 查找等工具。 +- [VirusTotal MCP Server](https://github.com/BurtTheCoder/mcp-virustotal) 📇 🪟 ☁️ - 用于查询 VirusTotal API 的 MCP 服务器。此服务器提供用于扫描 URL、分析文件哈希和检索 IP 地址报告的工具。 +- [ORKL MCP Server](https://github.com/fr0gger/MCP_Security) 📇 🛡️ ☁️ - 用于查询 ORKL API 的 MCP 服务器。此服务器提供获取威胁报告、分析威胁行为者和检索威胁情报来源的工具。 +- [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) 📇 🛡️ ☁️ 一个强大的 MCP (模型上下文协议) 服务器，审计 npm 包依赖项的安全漏洞。内置远程 npm 注册表集成，以进行实时安全检查。 - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) 📇 ☁️ - 使用 ZoomEye API 搜索全球网络空间资产 - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - 将OpenAI内置的`web_search`工具封转成MCP服务器使用. - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - CVE-Search MCP服务器， 提供CVE漏洞信息查询、漏洞产品信息查询等功能。 +### 🎧 客户支持与服务管理 + +用于管理客户支持、IT服务管理和服务台操作的工具。 + +- [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) 🐍 ☁️ - 与Freshdesk集成的MCP服务器，使AI模型能够与Freshdesk模块交互并执行各种支持操作。 +- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) 🏎️ ☁️ - 一款基于Go语言的Jira MCP连接器，使Claude等AI助手能够与Atlassian Jira交互。该工具为AI模型提供了一个无缝接口，可执行包括问题管理、Sprint计划和工作流转换在内的常见Jira操作。 + ### 🏃 体育 体育相关数据、结果和统计信息的访问工具。 - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - 通过自然语言访问自行车比赛数据、结果和统计信息。功能包括从 firstcycling.com 获取参赛名单、比赛结果和车手信息。 +- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MMCP 服务器集成了 Squiggle API，提供有关澳大利亚橄榄球联盟球队、排名、比赛结果、预测和实力排名的信息。 ### 🌎 翻译服务 @@ -429,6 +499,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。 - [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps 集成，用于管理存储库、工作项目和管道 - [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - 使用 LLM 阅读和分析 GitHub 存储库 - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - 与 GitLab 项目问题和合并请求无缝互动。 +- [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - AtomGit API 集成用于仓库管理、问题、拉取请求等功能。 ### 🛠️ 其他工具和集成 @@ -461,7 +532,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。 - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - 维基百科文章查找 API - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - MCP 服务器允许检查客户端计算机上的本地时间或 NTP 服务器上的当前 UTC 时间 - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP 与 OpenAI 助手对话（Claude 可以使用任何 GPT 模型作为他的助手） -- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。 +- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接从 Claude 使用 HuggingFace Spaces。使用开源图像生成、聊天、视觉任务等。支持图像、音频和文本上传/下载。 - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - 简单的 Web UI 用于安装和管理 Claude 桌面应用程序的 MCP 服务器。 - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - 用于测试 MCP 服务器的 CLI 工具 - [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - 使用 VegaLite 格式和渲染器从获取的数据生成可视化效果。 @@ -482,24 +553,27 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。 - [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - 📇 ☁️ 这个Asana的模型上下文协议（MCP）服务器实现允许你通过MCP客户端（如Anthropic的Claude桌面应用等）与Asana API进行交互。 - [ws-mcp](https://github.com/nick1udwig/ws-mcp) - 使用 WebSocket 包装 MCP 服务器（用于 [kitbitz](https://github.com/nick1udwig/kibitz)） - [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - ₿ 一个模型上下文协议（MCP）服务器，使 AI 模型能够与比特币交互，允许它们生成密钥、验证地址、解码交易、查询区块链等 +- [louiscklaw/hko-mcp](https://github.com/louiscklaw/hko-mcp) 📇 🏠 - 一个 MCP 服务器，演示如何从香港天文台获取天气数据 - [tomekkorbak/strava-mcp-server](https://github.com/tomekkorbak/strava-mcp-server) 🐍 ☁️ - An MCP server for Strava, an app for tracking physical exercise - [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep - [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats. - [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). -- [@makehq/mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. +- [@integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 Automatic operation of on-screen GUI. - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ [Kibela](https://kibe.la/) 与 MCP 的集成 - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - Allows the AI to query GraphQL servers +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - 使用常规 GraphQL 查询/变异定义工具，gqai 会自动为您生成 MCP 服务器。 - [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - 通过Replicate API提供图像生成功能。 - [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) 🐍 🏠 - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ - [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists. - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - MCP服务器，可以执行键盘输入、鼠标移动等命令 - [awwaiid/mcp-server-taskwarrior](https://github.com/awwaiid/mcp-server-taskwarrior) 🏠 📇 - An MCP server for basic local taskwarrior usage (add, update, remove tasks) -- [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍏 - MCP服务器，可以执行键盘输入、鼠标移动等命令 - [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - 🏎️ 🏠 此 MCP 伺服器將協助您透過 [Plane 的](https://plane.so) API 管理專案和問題 - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - 允许 AI 模型与 [HackMD](https://hackmd.io) 交互 - [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - MCP服务器，可以计算数学表达式 - [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ 用于与语雀API集成的Model-Context-Protocol (MCP)服务器，允许AI模型管理文档、与知识库交互、搜索内容以及访问语雀平台的统计数据。 +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - 包装Ankr Advanced API的MCP服务器实现。可以访问以太坊、BSC、Polygon、Avalanche等多条区块链上的NFT、代币和区块链数据。 +- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 通过在 MCP 循环中直接添加本地用户提示和聊天功能，启用交互式 LLM 工作流程。 ## 框架 @@ -520,7 +594,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。 - [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) ☕ - 用于基于Quarkus构建MCP服务器的Java SDK。 - [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) 🤖 🔌 - 使用简单、可组合的模式，通过MCP服务器构建高效的代理。 - [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) 🦀 ☕ - Scala MCP 框架 构建企业级MCP客户端和服务端 shade from modelcontextprotocol.io. -- + ## 实用工具 - [boilingdata/mcp-server-and-gw](https://github.com/boilingdata/mcp-server-and-gw) 📇 - 带有示例服务器和 MCP 客户端的 MCP stdio 到 HTTP SSE 传输网关 diff --git a/README-zh_TW.md b/README-zh_TW.md index 79b26566..95ab48a3 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -5,6 +5,7 @@ [![简体中文](https://img.shields.io/badge/简体中文-点击查看-orange)](README-zh.md) [![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) [![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) [![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) [![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) @@ -61,6 +62,7 @@ > [!NOTE] > 我們現在有一個與儲存庫同步的[基於 Web 的目錄](https://glama.ai/mcp/servers)。 +* 🔗 - [Aggregators](#aggregators) * 📂 - [瀏覽器自動化](#browser-automation) * 🎨 - [藝術與文化](#art-and-culture) * ☁️ - [雲端平台](#cloud-platforms) @@ -68,6 +70,7 @@ * 💬 - [社交](#communication) * 👤 - [數據平台](#customer-data-platforms) * 🗄️ - [資料庫](#databases) +* 📊 - [數據平台](#data-platforms) * 🛠️ - [開發者工具](#developer-tools) * 📂 - [文件系統](#file-systems) * 💰 - [Finance & Fintech](#finance--fintech) @@ -83,6 +86,16 @@ * 🔄 - [版本控制](#version-control) * 🛠️ - [其他工具和整合](#other-tools-and-integrations) +### 🔗 聚合器 + +通過單個MCP伺服器訪問多個應用程式和工具的伺服器。 + +- [OpenMCP](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - 10秒內將Web API轉換為MCP伺服器並將其添加到開源註冊表中: https://open-mcp.org +- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - 一個用於將多個MCP伺服器組合成一個統一端點的代理工具。通過在多個MCP伺服器之間進行負載平衡請求來擴展您的AI工具，類似於Nginx對Web伺服器的工作方式。 +- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP是一個統一的中間件MCP伺服器，通過GUI管理您的MCP連接。 +- [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - 一鍵將Web API轉入MCP伺服器，而無需對程式碼進行任何修改。 +- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - 一個通過 MCP 使用 Google Imagen 3.0 API 的強大圖像生成工具。使用文本提示生成具有高級攝影、藝術和逼真控制的高質量圖像。 + ### 📂 瀏覽器自動化 Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和處理 Web 內容。 @@ -96,11 +109,13 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的“最小”伺服器/用戶端 MCP 實現。 - [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一個支援使用 Google 搜尋結果進行免費網頁搜尋的 MCP 伺服器，無需 API 金鑰 - [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - 一個支援搜尋 B站 內容的 MCP 伺服器。提供LangChain呼叫範例、測試腳本。 +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - 可本地部署或自托管的瀏覽器自動化操作，原生支持 MCP 和 A2A。 ### 🎨 藝術與文化 提供藝術收藏、文化遺產和博物館資料庫的訪問與探索。讓 AI 模型能夠搜尋和分析藝術文化內容。 +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - 提供全面精準的八字排盤和測算信息 - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 📹🎬 - 從您的影片集合中添加、分析、搜尋和生成影片剪輯 - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - 荷蘭國立博物館 API 整合，支援藝術品搜尋、詳情查詢和收藏品瀏覽 - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - 整合 AniList API 獲取動畫和漫畫資訊的 MCP 伺服器 @@ -109,8 +124,11 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 雲平台服務整合。實現與雲基礎設施和服務的管理和交互。 +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - 基於七牛雲產品構建的 MCP，支援存取七牛雲儲存、智能多媒體服務等。 - [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - 與 Cloudflare 服務整合，包括 Workers、KV、R2 和 D1 - [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ 通過 MCP 操作 Kubernetes 集群 +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - 上傳和操作 IPFS 儲存 +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - 一款MCP伺服器，使AI助手能夠運維管理阿里雲上的資源，支援ECS、雲監控、OOS以及其他各種廣泛使用的雲產品。 - [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 使用 Typescript 實現 Kubernetes 集群中針對 pod、部署、服務的操作。 - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) ☁️ - 提供對 Netskope Private Access 環境中所有組件的訪問權限，包含詳細的設置資訊和 LLM 使用範例。 - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - 提供對 VMware ESXi/vCenter 管理伺服器，提供簡單的 REST API 介面來管理虛擬機。 @@ -118,6 +136,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - 提供對 Netskope Private Access 環境中所有組件的訪問權限，包含詳細的設置資訊和 LLM 使用範例。 - [weibaohui/k8m](https://github.com/weibaohui/k8m) - 🏎️ ☁️/🏠 提供MCP多集群k8s管理操作，提供管理界面、日誌，內建近50種工具，覆蓋常見運維開發場景，支援常規資源、CRD資源。 - [weibaohui/kom](https://github.com/weibaohui/kom) - 🏎️ ☁️/🏠 提供MCP多集群k8s管理操作，可作為SDK集成到您自己的項目中，內建近50種工具，覆蓋常見運維開發場景，支援常規資源、CRD資源。 +- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 MCP-K8S 是一個 AI 驅動的 Kubernetes 資源管理工具，通過自然語言交互方式，讓用戶能夠輕鬆操作 Kubernetes 集群中的任意資源，包括原生資源（如 Deployment、Service）和自定義資源（CRD）。無需記憶複雜命令，只需描述需求，AI 就能準確執行對應的集群操作，大大提升了 Kubernetes 的易用性。 ### 🖥️ Command Line @@ -135,12 +154,15 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - 用於管理 Google Tasks 的 MCP 伺服器 - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - MCP 伺服器通過模型上下文協議 (MCP) 提供對 iMessage 資料庫的安全訪問，使 LLM 能夠透過適當的電話號碼驗證和附件處理來查詢和分析 iMessage 對話 - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - 用於頻道管理和消息傳遞的 Slack 工作區集成 -- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 實例集成，用於查詢和交互 +- [@keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky 實例集成，用於查詢和交互 - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - 與 Gmail 和 Google 日曆集成。 - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - 與 Twitter 搜尋和時間線進行交互 - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - MCP伺服器 Tools 應用程式，用於向企業微信群機器人發送各種類型的消息。 - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) - 🌐 ☁️ - Nostr MCP 伺服器，支援與 Nostr 交互，可發布筆記等功能。 +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - 整合 LINE 官方帳號的 MCP 伺服器 - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 這是一個與VRChat API交互的MCP伺服器。您可以獲取VRChat的好友、世界、化身等資訊。 +- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - 透過 YCloud 平台發送 WhatsApp Business 訊息的 MCP 伺服器。 +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - Product Hunt 的 MCP 伺服器。可與熱門貼文、評論、收藏集、用戶等進行互動。 ### 👤 數據平台 @@ -150,6 +172,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍☁️ - 使用模型上下文協議將任何開放數據連接到任何 LLM。 - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍☁️ - MCP 伺服器可從任何 MCP 用戶端與 Tinybird Workspace 進行交互。 - [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) 🎖️ 📇 ☁️ - 連接 [iaptic](https://www.iaptic.com) 平台，讓您輕鬆查詢客戶購買記錄、交易數據以及應用營收統計資訊。 +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - 一個基於 [AntV](https://github.com/antvis) 生成資料視覺化圖表的 MCP Server 插件。 ### 🗄️ 資料庫 @@ -160,12 +183,13 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - Airtable 資料庫集成，具有架構檢查、讀寫功能 - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery 資料庫集成了架構檢查和查詢功能 - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB 資料庫集成，包括表結構的建立 DDL 和 SQL 的執行 +- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - 用於 Postgres 開發和運維的多功能 MCP 伺服器，提供性能分析、調優和健康檢查工具 - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Google BigQuery 集成的伺服器實現，可實現直接 BigQuery 資料庫訪問和查詢功能 - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - 集成 Apache Kafka 和 Timeplus。可以獲取Kafka中的最新數據，並通過 Timeplus 來 SQL 查詢。 - [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) 🐍 ☁️ - MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus - [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof 分布式帳本資料庫，支援多用戶數據同步 - [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL 資料庫集成可配置的訪問控制、模式檢查和全面的安全指南 -- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 🐍 🏠 - 基於 Node.js 的 MySQL 資料庫集成，提供安全的 MySQL 資料庫操作 +- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - 基於 Node.js 的 MySQL 資料庫集成，提供安全的 MySQL 資料庫操作 - [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL 資料庫集成了模式檢查和查詢功能 - [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - 具有內建分析功能的 SQLite 資料庫操作 - [@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP 伺服器用於管理和創建 Supabase 中的項目和組織 @@ -173,6 +197,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - MongoDB 集成使 LLM 能夠直接與資料庫交互。 - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - Tinybird 集成查詢和 API 功能 - [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) 📇 🏠 - MongoDB 的模型上下文協議伺服器 +- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - 一個使用 Go 語言實現的 Trino 專用 Model Context Protocol (MCP) 伺服器。 - [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) 🐍 ☁️ - VikingDB 資料庫集成了collection和index的基本資訊介紹，並提供向量儲存和查詢的功能. - [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) 🐍 🏠 - Neo4j 的模型上下文協議 - [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) 🐍 ☁️ - Snowflake 集成實現，支援讀取和（可選）寫入操作，並具備洞察跟蹤功能 @@ -181,11 +206,20 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - 基於SQLAlchemy的通用資料庫集成，支援PostgreSQL、MySQL、MariaDB、SQLite、Oracle、MS SQL Server等眾多資料庫。具有架構和關係檢查以及大型數據集分析功能。 - [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - 查詢 GreptimeDB 的 MCP 服務。 - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - 一個用於與 Google Sheets 交互的模型上下文協議伺服器。該伺服器通過 Google Sheets API 提供創建、讀取、更新和管理電子表格的工具。 +- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - 具有全面讀取、寫入、格式化和工作表管理功能的 Google Sheets API 整合 MCP 伺服器。 +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ – MCP 伺服器：用於與 [YDB](https://ydb.tech) 資料庫互動。 + +### 📊 數據平台 + +用於資料整合、轉換和管道編排的資料平台。 + +- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️📇☁️🏠 - 與 Flowcore 互動以執行操作、提取資料並分析、交叉引用和利用您的資料核心或公共資料核心中的任何資料；全部用人類語言。 ### 💻 開發者工具 增強開發工作流程和環境管理的工具和集成。 +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - 與[QA Sphere](https://qasphere.com/)測試管理系統整合，使LLM能夠發現、總結和操作測試用例，並可直接從AI驅動的IDE訪問 - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - 通過 MCP 進行 Docker 容器管理和操作 - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - 一個靈活獲取 JSON、文本和 HTML 數據的 MCP 伺服器 - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode 集成，支援項目管理、文件操作和構建自動化 @@ -207,6 +241,10 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - 支援對 [Higress](https://github.com/alibaba/higress/blob/main/README_ZH.md) 閘道器進行全面的配置和管理。 - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - MCP伺服器讓LLM能夠了解您的OpenAPI規範的所有資訊，以發現、解釋和生成代碼/模擬數據 - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - 無縫集成任何 API 與 AI 代理（通過 OpenAPI 架構） +- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – 一個專為程式開發設計的任務管理系統，透過先進的任務記憶、自我反思與依賴管理，強化如 Cursor AI 等編碼代理的能力。[ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) +- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - 一個MCP伺服器，用於在本地透過docker運行程式碼，並支援多種程式語言。 +- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - 基於 EdgeOne Pages 的 MCP 伺服器，支援代碼部署為在線頁面。 +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - ROS MCP伺服器透過將使用者的自然語言指令轉換為ROS或ROS2控制指令，以支援機器人的控制。 ### 🧮 數據科學工具 @@ -238,6 +276,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastyworks API 集成，用於管理 Tastytrade 平台的交易活動 - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI 提供港美股等市場的股票即時行情數據，通過 MCP 提供 AI 接入分析、交易能力。 - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 使用 Bitget 公共 API 去獲取加密貨幣最新價格 +- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - 基於 baostock 的 MCP 伺服器,提供對中國股票市場數據的訪問和分析功能。 +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - 接入 CRIC物業AI 平台的 MCP 伺服器。CRIC物業AI 是克而瑞專為物業行業打造的智慧型 AI 助理。 ### 🎮 遊戲 @@ -245,6 +285,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - 用於即時 Fantasy Premier League 數據和分析工具的 MCP 伺服器。 - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) 📇 #️⃣ 🏠 - Unity3d 遊戲引擎集成 MCP 伺服器 +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - 訪問英雄聯盟、雲頂之弈、無界英雄等熱門遊戲的即時遊戲數據，提供英雄分析、電競賽程、元組合和角色統計。 ### 🧠 知識與記憶 @@ -254,8 +295,10 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - 增強基於圖形的記憶，重點關注 AI 角色扮演和故事生成 - [/topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - AI應用程式和Agent的記憶體管理器使用各種圖儲存和向量儲存，並允許從 30 多個數據源提取數據 - [@hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - MCP 伺服器實現提供了通過向量搜尋檢索和處理文件的工具，使 AI 助手能夠利用相關文件上下文來增強其響應能力 +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - 基於 [markmap](https://github.com/markmap/markmap) 構建的 MCP 伺服器，可將 **Markdown** 轉換為互動式的 **思維導圖**。支援多格式匯出（PNG/JPG/SVG）、瀏覽器即時預覽、一鍵複製 Markdown 和動態視覺化功能。 - [@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - 為 LLM 提供的連接器，用於操作 Zotero Cloud 上的文獻集合和資源 - [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - 用於 Mem0 的模型上下文協議伺服器，幫助管理編碼偏好和模式，提供工具用於儲存、檢索和語義處理代碼實現、最佳實踐和技術文件，適用於 Cursor 和 Windsurf 等 IDE +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - 從您的 [Ragie](https://www.ragie.ai) (RAG) 知識庫中檢索上下文，可連接至 Google Drive、Notion、JIRA 等多種整合服務。 ### 🗺️ 位置服務 @@ -277,12 +320,14 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 訪問和分析應用程式監控數據。使 AI 模型能夠審查錯誤報告和性能指標。 - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io 集成用於錯誤跟蹤和性能監控 -- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用於崩潰報告和真實用戶監控 +- [@MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 集成用於崩潰報告和真實用戶監控 - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - 查詢並與 Metoro 監控的 kubernetes 環境交互 +- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - 一個 MCP 伺服器，允許透過 Grafana API 查詢 Loki 日誌。 - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 實例中搜尋儀錶板、調查事件並查詢數據源 - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - 監控系統 CPU、Memory、Disk、Network、Host、Process 等資訊，並與 LLM 進行交互 ### 🔎 搜尋 +- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文協議服務作為MCP伺服器連接器，連接到Google SERP API，使得在MCP生態系統內無需離開即可進行網頁搜索。 - [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - 使用 Brave 的搜尋 API 實現網頁搜尋功能 - [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - 通過 [Dumpling AI](https://www.dumplingai.com/) 提供的數據訪問、網頁抓取與文件轉換 API - [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - 使用 NYTimes API 搜尋文章 @@ -305,16 +350,18 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [devflowinc/trieve](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) 🎖️📇☁️🏠 - 通過 [Trieve](https://trieve.ai) 爬取、嵌入、分塊、搜尋和檢索數據集中的資訊 - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) 📇 ☁️ - 使用 ZoomEye API 搜尋全球網路空間資產 - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - 將OpenAI內建的`web_search`工具封轉成MCP伺服器使用. +- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - 使用 Web Platform API 搜尋 Baseline 狀態的 MCP 伺服器 ### 🔒 安全 +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – 個安全的 MCP（Model Context Protocol）伺服器，使 AI 代理能與驗證器應用程式互動。 - [dnstwist MCP Server](https://github.com/BurtTheCoder/mcp-dnstwist) 📇🪟☁️ - dnstwist 的 MCP 伺服器，這是一個強大的 DNS 模糊測試工具，可幫助檢測域名搶註、釣魚和企業竊密行為 - [fosdickio/binary_ninja_mcp](https://github.com/Vector35/binaryninja-mcp) 🐍 🏠 🍎 🪟 🐧 - Binary Ninja 的 MCP 伺服器和橋接器。提供二進制分析和逆向工程工具。 - [Maigret MCP Server](https://github.com/BurtTheCoder/mcp-maigret) 📇 ☁️ - maigret 的 MCP 伺服器，maigret 是一款強大的 OSINT 工具，可從各種公共來源收集用戶帳戶資訊。此伺服器提供用於在社交網路中搜尋使用者名稱和分析 URL 的工具。 - [Shodan MCP Server](https://github.com/BurtTheCoder/mcp-shodan) 📇 ☁️ - MCP 伺服器用於查詢 Shodan API 和 Shodan CVEDB。此伺服器提供 IP 尋找、設備搜尋、DNS 尋找、漏洞查詢、CPE 尋找等工具。 - [VirusTotal MCP Server](https://github.com/BurtTheCoder/mcp-virustotal) 📇 ☁️ - 用於查詢 VirusTotal API 的 MCP 伺服器。此伺服器提供用於掃描 URL、分析文件哈希和檢索 IP 地址報告的工具。 - [ORKL MCP Server](https://github.com/fr0gger/MCP_Security) 📇🛡️☁️ - 用於查詢 ORKL API 的 MCP 伺服器。此伺服器提供獲取威脅報告、分析威脅行為者和檢索威脅情報來源的工具。 -- [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) 📇🛡️☁️ 一個強大的 MCP (模型上下文協議) 伺服器，審計 npm 包依賴項的安全漏洞。內建遠端 npm 註冊表集成，以進行即時安全檢查。 +- [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) 📇🛡️☁️ – 一個強大的 MCP (模型上下文協議) 伺服器，審計 npm 包依賴項的安全漏洞。內建遠端 npm 註冊表集成，以進行即時安全檢查。 ### 🌎 翻譯服務 @@ -361,6 +408,7 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。 - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - 與Notion API交互 - [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) 🐍/📇 ☁️ - 使用MCP協議通過工具或預定義的提示發送請求給OpenAI、MistralAI、Anthropic、xAI或Google AI。需要供應商API金鑰 - [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - 訪問 MIRO 白板，批次創建和讀取項目。需要 REST API 的 OAUTH 金鑰。 +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - 使用常規的 GraphQL 查詢/變異定義工具，gqai 將自動為您產生 MCP 伺服器。 - [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) 📇 ☁️ 🍎 🪟 - 通過 JQL 和 API 讀取 Jira 數據，並執行創建和編輯工單的請求 - [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) 📇 ☁️ 🍎 🪟 - 通過 CQL 獲取 Confluence 數據並閱讀頁面 - [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - Confluence工作區的自然語言搜尋和內容訪問 @@ -370,7 +418,7 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。 - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - 維基百科文章尋找 API - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - MCP 伺服器允許檢查用戶端計算機上的本地時間或 NTP 伺服器上的當前 UTC 時間 - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP 與 OpenAI 助手對話（Claude 可以使用任何 GPT 模型作為他的助手） -- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接從 Claude 使用 HuggingFace Spaces。使用開源圖像生成、聊天、視覺任務等。支援圖像、音訊和文本上傳/下載。 +- [@evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - 直接從 Claude 使用 HuggingFace Spaces。使用開源圖像生成、聊天、視覺任務等。支援圖像、音訊和文本上傳/下載。 - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - 簡單的 Web UI 用於安裝和管理 Claude 桌面應用程式的 MCP 伺服器。 - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - 用於測試 MCP 伺服器的 CLI 工具 - [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - 使用 VegaLite 格式和渲染器從獲取的數據生成可視化效果。 @@ -389,9 +437,12 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。 - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ [Kibela](https://kibe.la/) 與 MCP 的集成 - [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - 通過Replicate API提供圖像生成功能。 - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍏 - MCP伺服器，可以執行鍵盤輸入、滑鼠移動等命令 +- [louiscklaw/hko-mcp](https://github.com/louiscklaw/hko-mcp) 📇 🏠 - MCP 伺服器，示範如何從香港天文台獲取天氣數據 - [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - 🏎️ 🏠 此 MCP 伺服器將協助您透過 [Plane 的](https://plane.so) API 管理專案和問題 - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - 允許 AI 模型與 [HackMD](https://hackmd.io) 交互 - [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - MCP伺服器，可以計算數學表達式 +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - 包裝Ankr Advanced API的MCP伺服器實現。可以訪問以太坊、BSC、Polygon、Avalanche等多條區塊鏈上的NFT、代幣和區塊鏈數據。 +- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 透過在 MCP 循環中直接加入本機使用者提示和聊天功能，啟用互動式 LLM 工作流程。 ## 框架 - [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - 用於在 Python 中構建 MCP 伺服器的高級框架 @@ -409,7 +460,7 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。 - [spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - 用於構建 MCP 用戶端和伺服器的 Java SDK 和 Spring Framework 集成，支援多種可插拔的傳輸選項 - [@marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror 擴展，實現了用於資源提及和提示命令的模型上下文協議 (MCP) - [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) 🦀 ☕ 🔌 - Scala MCP 框架 構建企業級MCP用戶端和服務端 shade from modelcontextprotocol.io. -- + ## 實用工具 - [boilingdata/mcp-server-and-gw](https://github.com/boilingdata/mcp-server-and-gw) 📇 - 帶有範例伺服器和 MCP 用戶端的 MCP stdio 到 HTTP SSE 傳輸閘道器 @@ -421,6 +472,8 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。 - [sparfenyuk/mcp-proxy](https://github.com/sparfenyuk/mcp-proxy) 🐍 - MCP stdio 到 SSE 的傳輸閘道器 - [upsonic/gpt-computer-assistant](https://github.com/Upsonic/gpt-computer-assistant) 🐍 - 用於構建垂直 AI 代理的框架 - [TBXark/mcp-proxy](https://github.com/TBXark/mcp-proxy) 🏎️ - 一個通過單個HTTP伺服器聚合併服務多個MCP資源伺服器的MCP代理伺服器。 +- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - 查詢 pkg.go.dev 上的 golang 包資訊 + ## 用戶端 diff --git a/README.md b/README.md index 4e9e0103..8194e4d6 100644 --- a/README.md +++ b/README.md @@ -6,6 +6,7 @@ [![简体中文](https://img.shields.io/badge/简体中文-点击查看-orange)](README-zh.md) [![日本語](https://img.shields.io/badge/日本語-クリック-青)](README-ja.md) [![한국어](https://img.shields.io/badge/한국어-클릭-yellow)](README-ko.md) +[![Português Brasileiro](https://img.shields.io/badge/Português_Brasileiro-Clique-green)](README-pt_BR.md) [![Discord](https://img.shields.io/discord/1312302100125843476?logo=discord&label=discord)](https://glama.ai/mcp/discord) [![Subreddit subscribers](https://img.shields.io/reddit/subreddit-subscribers/mcp?style=flat&logo=reddit&label=subreddit)](https://www.reddit.com/r/mcp/) @@ -18,7 +19,6 @@ A curated list of awesome Model Context Protocol (MCP) servers. * [Legend](#legend) * [Server Implementations](#server-implementations) * [Frameworks](#frameworks) -* [Utilities](#utilities) * [Tips & Tricks](#tips-and-tricks) ## What is MCP? @@ -47,7 +47,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🎖️ – official implementation * programming language * 🐍 – Python codebase - * 📇 – TypeScript codebase + * 📇 – TypeScript (or JavaScript) codebase * 🏎️ – Go codebase * 🦀 – Rust codebase * #️⃣ - C# Codebase @@ -76,11 +76,13 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 📂 - [Browser Automation](#browser-automation) * ☁️ - [Cloud Platforms](#cloud-platforms) * 👨‍💻 - [Code Execution](#code-execution) +* 🤖 - [Coding Agents](#coding-agents) * 🖥️ - [Command Line](#command-line) * 💬 - [Communication](#communication) * 👤 - [Customer Data Platforms](#customer-data-platforms) * 🗄️ - [Databases](#databases) * 📊 - [Data Platforms](#data-platforms) +* 🚚 - [Delivery](#delivery) * 🛠️ - [Developer Tools](#developer-tools) * 🧮 - [Data Science Tools](#data-science-tools) * 📟 - [Embedded system](#embedded-system) @@ -91,11 +93,14 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 🗺️ - [Location Services](#location-services) * 🎯 - [Marketing](#marketing) * 📊 - [Monitoring](#monitoring) +* 🎥 - [Multimedia Process](#multimedia-process) * 🔎 - [Search & Data Extraction](#search) * 🔒 - [Security](#security) +* 🌐 - [Social Media](#social-media) * 🏃 - [Sports](#sports) * 🎧 - [Support & Service Management](#support-and-service-management) * 🌎 - [Translation Services](#translation-services) +* 🎧 - [Text-to-Speech](#text-to-speech) * 🚆 - [Travel & Transportation](#travel-and-transportation) * 🔄 - [Version Control](#version-control) * 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations) @@ -105,7 +110,19 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) Servers for accessing many apps and tools through a single MCP server. +- [julien040/anyquery](https://github.com/julien040/anyquery) 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design. +- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. +- [mindsdb/mindsdb](https://github.com/mindsdb/mindsdb) - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview). +- [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server) ☁️ 📇 🍎 🪟 🐧 - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow. +- [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org - [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app. +- [VeriTeknik/pluggedin-mcp-proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers. +- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers. +- [MetaMCP](https://github.com/metatool-ai/metatool-app) 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. +- [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs. +- [sxhxliang/mcp-access-point](https://github.com/sxhxliang/mcp-access-point) 📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server in one click without making any code changes. +- [hamflx/imagen3-mcp](https://github.com/hamflx/imagen3-mcp) 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls. +- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server. ### 🎨 Art & Culture @@ -113,21 +130,31 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim. - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 🐍 - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection +- [cswkim/discogs-mcp-server](https://github.com/cswkim/discogs-mcp-server) 📇 ☁️ - MCP server to interact with the Discogs API - [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4. +- [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection. - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections - [r-huijts/oorlogsbronnen-mcp](https://github.com/r-huijts/oorlogsbronnen-mcp) 📇 ☁️ - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945) - [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control - [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) 📇 ☁️ - A MCP server integrating AniList API for anime and manga information +- [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - MCP server using the Aseprite API to create pixel art +- [omni-mcp/isaac-sim-mcp](https://github.com/omni-mcp/isaac-sim-mcp) 📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc. +- [8enSmith/mcp-open-library](https://github.com/8enSmith/mcp-open-library) 📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information. +- [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP) 🐍 🏠 - MCP server for Autodesk Maya +- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis ### 📂 Browser Automation Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats. +- [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface. - [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) 📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. +- [aircodelabs/grasp](https://github.com/aircodelabs/grasp) 📇 🏠 - Self-hosted browser using agent with built-in MCP and A2A support. - [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) 🐍 - An MCP server for browser automation using Playwright - [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) 🐍 - An MCP python server using Playwright for browser automation,more suitable for llm - [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) 🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) +- [browsermcp/mcp](https://github.com/browsermcp/mcp) 📇 🏠 - Automate your local Chrome browser - [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) 🐍 - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. - [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) 📇 - An MCP server using Playwright for browser automation and webscrapping - [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) 📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). @@ -137,6 +164,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright. - [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots - [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction +- [ndthanhdev/mcp-browser-kit](https://github.com/ndthanhdev/mcp-browser-kit) 📇 🏠 - An MCP Server for interacting with manifest v2 compatible browsers. - [pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required. - [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts @@ -144,28 +172,56 @@ Web content access and automation capabilities. Enables searching, scraping, and Cloud platform service integration. Enables management and interaction with cloud infrastructure and services. +- [awslabs/mcp](https://github.com/awslabs/mcp) 🎖️ ☁️ - AWS MCP servers for seamless integration with AWS services and resources. +- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server) 🐍 ☁️ - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc. +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - upload and manipulation of IPFS storage +- [reza-gholizade/k8s-mcp-server](https://github.com/reza-gholizade/k8s-mcp-server) 🏎️ ☁️/🏠 - A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events. +- [VmLia/books-mcp-server](https://github.com/VmLia/books-mcp-server) 📇 ☁️ - This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio. - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) 🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support - [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) 🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support. +- [aliyun/alibaba-cloud-ops-mcp-server](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) 🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products. - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) 🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. - [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1 -- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - 📇 ☁️/🏠 Typescript implementation of Kubernetes cluster operations for pods, deployments, services. +- [cyclops-ui/mcp-cyclops](https://github.com/cyclops-ui/mcp-cyclops) 🎖️ 🏎️ ☁️ - An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction +- [jedisct1/fastly-mcp-server](https://github.com/jedisct1/fastly-openapi-schema) 🎖️ 📇 ☁️ - Integration with h Fastly services +- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) 📇 ☁️/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services. +- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server) 📇 ☁️/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure. - [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure -- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage. - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) 🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage. -- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - 🏎️ 🏠 A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster. -- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state. -- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) - 🐍 ☁️/🏠 A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language. -- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️/🏠 Kubernetes cluster operations through MCP -- [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) - 🏎️ 🏠/☁️ Go-based MCP Server for interfacing with Nutanix Prism Central resources. -- [weibaohui/k8m](https://github.com/weibaohui/k8m) - 🏎️ ☁️/🏠 Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. -- [weibaohui/kom](https://github.com/weibaohui/kom) - 🏎️ ☁️/🏠 Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. -- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 MCP Server for kubernetes management, and analyze your cluster, application health +- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) 🏎️ 🏠 A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster. +- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state. +- [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically. +- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️/🏠 - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language. +- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) 🏎️ ☁️/🏠 - Kubernetes cluster operations through MCP +- [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) 🏎️ 🏠/☁️ - Go-based MCP Server for interfacing with Nutanix Prism Central resources. +- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue. +- [weibaohui/k8m](https://github.com/weibaohui/k8m) 🏎️ ☁️/🏠 - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. +- [weibaohui/kom](https://github.com/weibaohui/kom) 🏎️ ☁️/🏠 - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. +- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) 🏎️ ☁️/🏠 - MCP Server for kubernetes management, and analyze your cluster, application health +- [erikhoward/adls-mcp-server](https://github.com/erikhoward/adls-mcp-server) 🐍 ☁️/🏠 - MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata. +- [silenceper/mcp-k8s](https://github.com/silenceper/mcp-k8s) 🏎️ ☁️/🏠 - MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes. +- [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) 📇 ☁️ - Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands. +- [portainer/portainer-mcp](https://github.com/portainer/portainer-mcp) 🏎️ ☁️/🏠 - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities. ### 👨‍💻 Code Execution Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents. -- [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍🏠- Run Python code in a secure sandbox via MCP tool calls +- [pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) 🐍 🏠- Run Python code in a secure sandbox via MCP tool calls +- [yepcode/mcp-server-js](https://github.com/yepcode/mcp-server-js) 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages +- [ckanthony/openapi-mcp](https://github.com/ckanthony/openapi-mcp) 🏎️ ☁️ - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs. +- [alfonsograziano/node-code-sandbox-mcp](https://github.com/alfonsograziano/node-code-sandbox-mcp) 📇 🏠 – A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown +- [r33drichards/mcp-js](https://github.com/r33drichards/mcp-js) 🦀 🏠 🐧 🍎 - A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions. + +### 🤖 Coding Agents + +Full coding agents that enable LLMs to read, edit, and execute code and solve general programming tasks completely autonomously. + +- [oraios/serena](https://github.com/oraios/serena)🐍🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers. +- [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍🏠 - Coding agent with basic read, write and command line tools. +- [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) 📇 ☁️ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access. +- [jinzcdev/leetcode-mcp-server](https://github.com/jinzcdev/leetcode-mcp-server) 📇 ☁️ - MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites. +- [juehang/vscode-mcp-server](https://github.com/juehang/vscode-mcp-server) 📇 🏠 - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits. ### 🖥️ Command Line @@ -177,33 +233,43 @@ Run commands, capture output and otherwise interact with shells and command line - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - Command line interface with secure execution and customizable security policies - [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) 🐍 🏠 - A DeepSeek MCP-like Server for Terminal - [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP) -- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) A secure shell command execution server implementing the Model Context Protocol (MCP) +- [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - Cisco pyATS server enabling structured, model-driven interaction with network devices. +- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files. +- [tufantunc/ssh-mcp](https://github.com/tufantunc/ssh-mcp) 📇 🏠 🐧 🪟 - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication. ### 💬 Communication Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools. -- [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) - 🌐 ☁️ - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. +- [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) ☁️ - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) 🐍 ☁️ - Interact with Twitter search and timeline -- [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) - 🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents. -- [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) - 📇 ☁️ - An MCP server to interface with the Google Tasks API +- [agentmail-toolkit/mcp](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) 🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents. +- [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) 📇 ☁️ - An MCP server to interface with the Google Tasks API - [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) 🏠 🍎 🚀 - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp) 🏎️ 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status -- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on. -- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot. +- [chigwell/telegram-mcp](https://github.com/chigwell/telegram-mcp) 🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status. +- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on. +- [gitmotion/ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp) 📇 ☁️ 🏠 - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) +- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot. - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling -- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured. -- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) - 🐍 ☁️ - An MCP server for WhatsApp, search and send through pesonal and group messages +- [i-am-bee/acp-mcp](https://github.com/i-am-bee/acp-mcp) 🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols. +- [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured. - [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) 🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups -- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - 🐍 ☁️ - Integration with gmail and Google Calendar. +- [line/line-bot-mcp-server](https://github.com/line/line-bot-mcp-server) 🎖 📇 ☁️ - MCP Server for Integrating LINE Official Account +- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) 🐍 ☁️ - Integration with gmail and Google Calendar. - [modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction - [modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - Slack workspace integration for channel management and messaging +- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces. - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat. - [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp) 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript. - [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) - The MCP server that keeps you informed by sending the notification on phone using ntfy -- [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) - 🐍 ☁️ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations. -- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - 📇 ☁️ - An MCP server to Manage Google Tasks -- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) - 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) +- [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) 🐍 ☁️ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations. +- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) 📇 ☁️ - An MCP server to Manage Google Tasks +- [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) +- [softeria/ms-365-mcp-server](https://github.com/softeria/ms-365-mcp-server) 📇 ☁️ - MCP server that connects to the whole Microsoft 365 suite using Graph API (including mail, files, Excel, calendar) +- [YCloud-Developers/ycloud-whatsapp-mcp-server](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) 📇 🏠 - MCP server for WhatsApp Business Platform by YCloud. +- [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more. + ### 👤 Customer Data Platforms @@ -213,6 +279,7 @@ Provides access to customer profiles inside of customer data platforms - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) 🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol. - [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) 📇 ☁️ - An MCP server to access and updates profiles on an Apache Unomi CDP server. - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client. +- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis). ### 🗄️ Databases @@ -224,21 +291,29 @@ Secure database access with schema inspection capabilities. Enables querying and - [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) ☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection - [bytebase/dbhub](https://github.com/bytebase/dbhub) 📇 🏠 – Universal database MCP server supporting mainstream databases. - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) 🐍 ☁️ - TiDB database integration with schema inspection and query capabilities -- [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents +- [Canner/wren-engine](https://github.com/Canner/wren-engine) 🐍 🦀 🏠 - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents - [centralmind/gateway](https://github.com/centralmind/gateway) 🏎️ 🏠 🍎 🪟 - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase +- [ChristianHinge/dicom-mcp](https://github.com/ChristianHinge/dicom-mcp) 🐍 ☁️ 🏠 - DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems. +- [chroma-core/chroma-mcp](https://github.com/chroma-core/chroma-mcp) 🎖️ 🐍 ☁️ 🏠 - Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) 🐍 ☁️ - ClickHouse database integration with schema inspection and query capabilities - [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent) 🐍 ☁️ - Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs. +- [Couchbase-Ecosystem/mcp-server-couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase) 🎖️ 🐍 ☁️ 🏠 - Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis. - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction +- [crystaldba/postgres-mcp](https://github.com/crystaldba/postgres-mcp) 🐍 🏠 - All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks - [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) 🐍 ☁️ - Trino MCP Server to query and access data from Trino Clusters. +- [tuannvm/mcp-trino](https://github.com/tuannvm/mcp-trino) 🏎️ ☁️ - A Go implementation of a Model Context Protocol (MCP) server for Trino - [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines +- [wenb1n-dev/mysql_mcp_server_pro](https://github.com/wenb1n-dev/mysql_mcp_server_pro) 🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) 📇 🏠 - Airtable database integration with schema inspection, read and write capabilities +- [edwinbernadus/nocodb-mcp-server](https://github.com/edwinbernadus/nocodb-mcp-server) 📇 ☁️ - Nocodb database integration, read and write capabilities - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) 📇 ☁️ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities -- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 🐍 🏠 - Node.js-based MySQL database integration that provides secure MySQL database operations +- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) 📇 🏠 - Node.js-based MySQL database integration that provides secure MySQL database operations - [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) 📇 ☁️ - Fireproof ledger database with multi-user sync - [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) 🏎️ 🏠 – A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows. - [furey/mongodb-lens](https://github.com/furey/mongodb-lens) 📇 🏠 - MongoDB Lens: Full Featured MCP Server for MongoDB Databases - [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) 🔥 ⛅️ - Firebase services including Auth, Firestore and Storage. - [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) 📇 ☁️ - Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts)) +- [googleapis/genai-toolbox](https://github.com/googleapis/genai-toolbox) 🏎️ ☁️ - Open source MCP server specializing in easy, fast, and secure tools for Databases. - [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) 🐍 🏠 - MCP Server for querying GreptimeDB. - [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) 🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. - [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) 📇 ☁️ 🏠 - Run queries against InfluxDB OSS API v2. @@ -249,7 +324,8 @@ Secure database access with schema inspection capabilities. Enables querying and - [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) 📇 🏠 - A Model Context Protocol Server for MongoDB - [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities -- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - Connect to any JDBC-compatible database and query, insert, update, delete, and more. +- [quarkiverse/mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) ☕ 🏠 - Connect to any JDBC-compatible database and query, insert, update, delete, and more. +- [jparkerweb/mcp-sqlite](https://github.com/jparkerweb/mcp-sqlite) 📇 🏠 - Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities. - [memgraph/mcp-memgraph](https://github.com/memgraph/mcp-memgraph) 🐍 🏠 - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource. - [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities - [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features @@ -260,37 +336,60 @@ Secure database access with schema inspection capabilities. Enables querying and - [openlink/mcp-server-sqlalchemy](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) 🐍 🏠 - An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc) - [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) 🐍 ☁️ - Query and analyze Azure Data Explorer databases - [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) 🐍 ☁️ - Query and analyze Prometheus, open-source monitoring system. +- [prisma/prisma](https://github.com/prisma/prisma) 🐍 🏠 - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new database instances or run schema migrations). - [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) 🐍 🏠 - A Qdrant MCP server - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) 📇 🏠 - MongoDB integration that enables LLMs to interact directly with databases. - [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) 🐍 ☁️ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface. +- [redis/mcp-redis](https://github.com/redis/mcp-redis) 🐍 🏠 - The Redis official MCP Server offers an interface to manage and search data in Redis. - [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) 🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities. - [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) 🐍 ☁️ - Pinecone integration with vector search capabilities +- [skysqlinc/skysql-mcp](https://github.com/skysqlinc/skysql-mcp) 🎖️ ☁️ - Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations. +- [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp) 🎖️ 📇 ☁️ - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data. - [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) 🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite. -- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) 🐍 ☁️ - Tinybird integration with query and API capabilities - [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) 🐍 ☁️ - TDolphinDB database integration with schema inspection and query capabilities - [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) 🐍 📇 ☁️ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store. - [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) 📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) 🐍 ☁️ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API. +- [freema/mcp-gsheets](https://github.com/freema/mcp-gsheets) 📇 ☁️ - MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities. +- [Zhwt/go-mcp-mysql](https://github.com/Zhwt/go-mcp-mysql) 🏎️ 🏠 – Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection. +- [ydb/ydb-mcp](https://github.com/ydb-platform/ydb-mcp) 🎖️ 🐍 ☁️ - MCP server for interacting with [YDB](https://ydb.tech) databases - [zilliztech/mcp-server-milvus](https://github.com/zilliztech/mcp-server-milvus) 🐍 🏠 ☁️ - MCP Server for Milvus / Zilliz, making it possible to interact with your database. +- [openlink/mcp-server-jdbc](https://github.com/OpenLinkSoftware/mcp-jdbc-server) 🐍 🏠 - An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol +- [yincongcyincong/VictoriaMetrics-mcp-server](https://github.com/yincongcyincong/VictoriaMetrics-mcp-server) 🐍 🏠 - An MCP server for interacting with VictoriaMetrics database. +- [hydrolix/mcp-hydrolix](https://github.com/hydrolix/mcp-hydrolix) 🎖️ 🐍 ☁️ - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows. +- [davewind/mysql-mcp-server](https://github.com/dave-wind/mysql-mcp-server) 🏎️ 🏠 A – user-friendly read-only mysql mcp server for cursor and n8n... + ### 📊 Data Platforms -Data Platforms for data integration, transformation and pipeline orchestration. +Data Platforms for data integration, transformation and pipeline orchestration. -- [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. -- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. +- [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) 🎖️ 📇 ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. +- [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. +- [yashshingvi/databricks-genie-MCP](https://github.com/yashshingvi/databricks-genie-MCP) 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. +- [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) 📇 ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. +- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. +- [dbt-labs/dbt-mcp](https://github.com/dbt-labs/dbt-mcp) 🎖️ 🐍 🏠 ☁️ - Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities. +- [mattijsdp/dbt-docs-mcp](https://github.com/mattijsdp/dbt-docs-mcp) 🐍 🏠 - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation. ### 💻 Developer Tools Tools and integrations that enhance the development workflow and environment management. +- [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. +- [Hypersequent/qasphere-mcp](https://github.com/Hypersequent/qasphere-mcp) 🎖️ 📇 ☁️ - Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) 🐍 📇 🦀 - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. - [ambar/simctl-mcp](https://github.com/ambar/simctl-mcp) 📇 🏠 🍎 A MCP server implementation for iOS Simulator control. - [api7/apisix-mcp](https://github.com/api7/apisix-mcp) 🎖️ 📇 🏠 MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). +- [ArchAI-Labs/fastmcp-sonarqube-metrics](https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics) 🐍 🏠 🪟 🐧 🍎 - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status. - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema) -- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Talk to your LLM observability, traces and monitoring captured by Opik using natural language. -- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities. +- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once +- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) 🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities. +- [CodeLogicIncEngineering/codelogic-mcp-server](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server) 🎖️ 🐍 ☁️ 🍎 🪟 🐧 - Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools. +- [Comet-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) 🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik. +- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI. +- [currents-dev/currents-mcp](https://github.com/currents-dev/currents-mcp) 🎖️ 📇 ☁️ Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev). - [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) 📇 ☁️ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/) - [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them one-shot design implementation. @@ -298,33 +397,46 @@ Tools and integrations that enhance the development workflow and environment man - [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) 🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization. - [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) 🐍 🏠 - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae). - [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) 🐍 🏠 - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations. +- [hijaz/postmancer](https://github.com/hijaz/postmancer) 📇 🏠 - A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections. +- [hloiseaufcms/mcp-gopls](https://github.com/hloiseaufcms/mcp-gopls) 🏎️ 🏠 - A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features. - [hungthai1401/bruno-mcp](https://github.com/hungthai1401/bruno-mcp) 📇 🏠 - A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/). - [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) 🐍 🏠 - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework. +- [XixianLiang/HarmonyOS-mcp-server](https://github.com/XixianLiang/HarmonyOS-mcp-server) 🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation. - [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) 🏠 - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting - [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - MCP server for local compression of various image formats. +- [isaacphi/mcp-language-server](https://github.com/isaacphi/mcp-language-server) 🏎️ 🏠 - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics. - [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements. - [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands. +- [IvanAmador/vercel-ai-docs-mcp](https://github.com/IvanAmador/vercel-ai-docs-mcp) 📇 🏠 - A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. - [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) 🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) 📇 🏠 - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. - [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) 🎖️ 📇 🏠 - Connect to JetBrains IDE +- [qainsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server) 🐍 🏠 - JMeter MCP Server for performance testing - [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) 📇 🏠 🍎 - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain. - [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) 📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers - [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) 📇 🏠 - An MCP server to control iOS Simulators +- [qainsights/k6-mcp-server](https://github.com/QAInsights/k6-mcp-server) 🐍 🏠 - Grafana k6 MCP Server for performance testing - [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. - [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management. +- [mobile-next/mobile-mcp](https://github.com/mobile-next/mobile-mcp) 📇 🏠 🐧 🍎 - MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported. +- [qainsights/locust-mcp-server](https://github.com/QAInsights/locust-mcp-server) 🐍 🏠 - Locust MCP Server for performance testing - [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) 🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. -- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) - 📇 ☁️ lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail. +- [narumiruna/gitingest-mcp](https://github.com/narumiruna/gitingest-mcp) 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase. +- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) 📇 ☁️ - lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail. +- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources. - [pskill9/website-downloader](https://github.com/pskill9/website-downloader) 🗄️ 🚀 - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally. +- [utensils/mcp-nixos](https://github.com/utensils/mcp-nixos) 🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations. - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) 🏎️ 🏠 - Docker container management and operations through MCP +- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) 🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks. - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) 📇 🏠 🍎 - Xcode integration for project management, file operations, and build automation - [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) 📇 🏠 - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data -- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️🐍☁️🍎 - MCP server for the incident management platform [Rootly](https://rootly.com/). +- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) 🎖️ 🐍 ☁️ 🍎 - MCP server for the incident management platform [Rootly](https://rootly.com/). - [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code. -* [sapientpants/deepsource-mcp-server](https://github.com/sapientpants/deepsource-mcp-server) 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with DeepSource to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) 🦀 ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses - [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) 🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support. - [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3) - [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. +- [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) 📇 ☁️ - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. - [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage. - [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. - [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) 📇 - Connect to VSCode ide and use semantic tools like `find_usages` @@ -336,7 +448,22 @@ Tools and integrations that enhance the development workflow and environment man - [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) 📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs - [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) 📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) 🐍 🏠 ☁️ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines +- [idosal/git-mcp](https://github.com/idosal/git-mcp) 📇 ☁️ - [gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation - [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp) 📇 ☁️ - An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/) +- [jordandalton/restcsv-mcp-server](https://github.com/JordanDalton/RestCsvMcpServer) 📇 ☁️ - An MCP server for CSV files. +- [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) +- [axliupore/mcp-code-runner](https://github.com/axliupore/mcp-code-runner) 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages. +- [yikakia/godoc-mcp-server](https://github.com/yikakia/godoc-mcp-server) 🏎️ ☁️ 🪟 🐧 🍎 - Query Go package information on pkg.go.dev +- [ckanthony/gin-mcp](https://github.com/ckanthony/gin-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools. +- [ryan0204/github-repo-mcp](https://github.com/Ryan0204/github-repo-mcp) 📇 ☁️ 🪟 🐧 🍎 - GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents. +- [alimo7amed93/webhook-tester-mcp](https://github.com/alimo7amed93/webhook-tester-mcp) 🐍 ☁️ – A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude. +- [lpigeon/ros-mcp-server](https://github.com/lpigeon/ros-mcp-server) 🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands. +- [jsdelivr/globalping-mcp-server](https://github.com/jsdelivr/globalping-mcp-server) 🎖️ 📇 ☁️ - The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world. +- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more. + +### 🔒 Delivery + +- [https://github.com/jordandalton/doordash-mcp-server](https://github.com/JordanDalton/DoorDash-MCP-Server) 🐍 – DoorDash Delivery (Unofficial) ### 🧮 Data Science Tools @@ -345,14 +472,22 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) 🐍 ☁️ - Predict anything with Chronulus AI forecasting and prediction agents. - [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. - [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) 📇 🏠 - An MCP server to convert almost any file or web content into Markdown +- [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter. - [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. +- [arrismo/kaggle-mcp](https://github.com/arrismo/kaggle-mcp) 🐍 ☁️ - Connects to Kaggle, ability to download and analyze datasets. +- [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations. +- [mckinsey/vizro-mcp](https://github.com/mckinsey/vizro/tree/main/vizro-mcp) 🎖️ 🐍 🏠 - Tools and templates to create validated and maintainable data charts and dashboards. +- [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments. ### 📟 Embedded System Provides access to documentation and shortcuts for working on embedded devices. - [horw/esp-mcp](https://github.com/horw/esp-mcp) 📟 - Workflow for fixing build issues in ESP32 series chips using ESP-IDF. - +- [kukapay/modbus-mcp](https://github.com/kukapay/modbus-mcp) 🐍 📟 - An MCP server that standardizes and contextualizes industrial Modbus data. +- [kukapay/opcua-mcp](https://github.com/kukapay/opcua-mcp) 🐍 📟 - An MCP server that connects to OPC UA-enabled industrial systems. +- [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP) 🐍 📟 🏠 - An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts. + ### 📂 File Systems Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. @@ -363,58 +498,98 @@ Provides direct access to local file systems with configurable permissions. Enab - [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) 📇 ☁️ - Box integration for listing, reading and searching files - [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) 🐍 🏠 🪟 - Fast Windows file search using Everything SDK - [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Golang implementation for local file system access. +- [mickaelkerjean/filestash](https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp) 🏎️ ☁️ - Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc. +- [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) 🎖️ 🐍 🏠 - MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption. - [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) 📇 🏠 - Direct local file system access. - [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive integration for listing, reading, and searching files - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Access any storage with Apache OpenDAL™ +- [jeannier/homebrew-mcp](https://github.com/jeannier/homebrew-mcp) 🐍 🏠 🍎 - Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc. ### 💰 Finance & Fintech Financial data access and analysis tools. Enables AI models to work with market data, trading platforms, and financial information. +- [aaronjmars/web3-research-mcp](https://github.com/aaronjmars/web3-research-mcp) 📇 ☁️ - Deep Research for crypto - free & fully local +- [alchemy/alchemy-mcp-server](https://github.com/alchemyplatform/alchemy-mcp-server) 🎖️ 📇 ☁️ - Allow AI agents to interact with Alchemy's blockchain APIs. +- [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API integration to fetch cryptocurrency listings and quotes +- [ariadng/metatrader-mcp-server](https://github.com/ariadng/metatrader-mcp-server) 🐍 🏠 🪟 - Enable AI LLMs to execute trades using MetaTrader 5 platform +- [armorwallet/armor-crypto-mcp](https://github.com/armorwallet/armor-crypto-mcp) 🐍 ☁️ - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more. - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) 📇 ☁️ - Bankless Onchain API to interact with smart contracts, query transaction and token information - [base/base-mcp](https://github.com/base/base-mcp) 🎖️ 📇 ☁️ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API integration to fetch both stock and crypto information +- [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. - [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Bitte Protocol integration to run AI Agents on several blockchains. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). +- [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks +- [coinpaprika/dexpaprika-mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol. +- [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more. - [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - Yahoo Finance integration to fetch stock market data including options recommendations - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastyworks API integration to handle trading activities on Tastytrade +- [ferdousbhai/wsb-analyst-mcp](https://github.com/ferdousbhai/wsb-analyst-mcp) 🐍 ☁️ - Reddit integration to analyze content on WallStreetBets community - [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect - [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains +- [intentos-labs/beeper-mcp](https://github.com/intentos-labs/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims. +- [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. +- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp) 📇 ☁️ - Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents. +- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp) 📇 ☁️ - Providing real-time access to Chainlink's decentralized on-chain price feeds. +- [kukapay/cointelegraph-mcp](https://github.com/kukapay/cointelegraph-mcp) 🐍 ☁️ - Providing real-time access to the latest news from Cointelegraph. - [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) 🐍 ☁️ - Providing real-time and historical Crypto Fear & Greed Index data. - [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) 🐍 ☁️ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie. +- [kukapay/crypto-news-mcp](https://github.com/kukapay/crypto-news-mcp) 🐍 ☁️ - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents. +- [kukapay/crypto-portfolio-mcp](https://github.com/kukapay/crypto-portfolio-mcp) 🐍 ☁️ - An MCP server for tracking and managing cryptocurrency portfolio allocations. +- [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp) 🐍 ☁️ - An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds. - [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) 🐍 ☁️ - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. +- [kukapay/crypto-trending-mcp](https://github.com/kukapay/crypto-trending-mcp) 🐍 ☁️ - Tracking the latest trending tokens on CoinGecko. +- [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp) 🐍 ☁️ - Serving as a structured knowledge base of crypto whitepapers. - [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. +- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp) 🐍 ☁️ - An MCP server for AI agents to explore DeFi yield opportunities. - [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents. +- [kukapay/etf-flow-mcp](https://github.com/kukapay/etf-flow-mcp) 🐍 ☁️ - Delivering crypto ETF flow data to power AI agents' decision-making. - [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) 🐍 ☁️ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. +- [kukapay/funding-rates-mcp](https://github.com/kukapay/funding-rates-mcp) 🐍 ☁️ - Providing real-time funding rate data across major crypto exchanges. - [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) 🐍 ☁️ - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. - [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created pools on Pancake Swap. - [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) 🐍 ☁️ - An MCP server that detects potential risks in Solana meme tokens. - [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) 🐍 ☁️ - An MCP server that powers AI agents with indexed blockchain data from The Graph. - [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) 🐍 ☁️ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. - [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) 🐍 ☁️ - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. +- [kukapay/twitter-username-changes-mcp](https://github.com/kukapay/twitter-username-changes-mcp) 🐍 ☁️ - An MCP server that tracks the historical changes of Twitter usernames. - [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) 🐍 ☁️ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains. - [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) 🐍 ☁️ - An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. - [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions. +- [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) 🐍 ☁️ - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data. - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP. - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. - [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) 📇 ☁️ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. - [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) 🐍 🏠 - A ledger-cli integration for managing financial transactions and generating reports. - [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports. - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance. +- [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more. - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price. - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. +- [tooyipjee/yahoofinance-mcp](https://github.com/tooyipjee/yahoofinance-mcp.git) 📇 ☁️ - TS version of yahoo finance mcp. - [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. -- [unibaseio/beeper-mcp](https://github.com/unibaseio/beeper-mcp) 🐍 - Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims. +- [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network. +- [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API +- [HuggingAGI/mcp-baostock-server](https://github.com/HuggingAGI/mcp-baostock-server) 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data. +- [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - An MCP tool for querying Solana transactions using natural language with Solscan API. +- [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. +- [zlinzzzz/finData-mcp-server](https://github.com/zlinzzzz/finData-mcp-server) 🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare. ### 🎮 Gaming Integration with gaming related data, game engines, and services -- [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) 📇 #️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development + +- [IvanMurzak/Unity-MCP](https://github.com/IvanMurzak/Unity-MCP) #️⃣ 🏠 🍎 🪟 🐧 - MCP Server for Unity Editor and for a game made with Unity +- [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) #️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) 📇 🏠 - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. - [pab1ito/chess-mcp](https://github.com/pab1it0/chess-mcp) 🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. +- [jiayao/mcp-chess](https://github.com/jiayao/mcp-chess) 🐍 🏠 - A MCP server playing chess against LLMs. - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) 🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools. +- [opgginc/opgg-mcp](https://github.com/opgginc/opgg-mcp) 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. +- [stefan-xyz/mcp-server-runescape](https://github.com/stefan-xyz/mcp-server-runescape) 📇 - An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more. ### 🧠 Knowledge & Memory @@ -423,80 +598,127 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline. - [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) 🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context +- [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features. - [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud - [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content - [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context +- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp) 🎖️ 🦀 ☁️ - Connects to your Pinecone Assistant and gives the agent context from its knowledge engine. +- [@ragieai/mcp-server](https://github.com/ragieai/ragie-mcp-server) 📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. - [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources - [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Save and query your agent memory in distributed way by Membase +- [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad). +- [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients. ### 🗺️ Location Services Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics. - [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - IP address geolocation and network information using IPInfo API -- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data. +- [devilcoder01/weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server) 🐍 ☁️ - Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions. +- [jagan-shanmugam/open-streetmap-mcp](https://github.com/jagan-shanmugam/open-streetmap-mcp) 🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data. - [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - An MCP server for nearby place searches with IP-based location detection. - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details - [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. +- [rossshannon/Weekly-Weather-mcp](https://github.com/rossshannon/weekly-weather-mcp.git) 🐍 ☁️ - Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world. - [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - Access the time in any timezone and get the current local time +- [TimLukaHorstmann/mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather) 📇 ☁️ - Accurate weather forecasts via the AccuWeather API (free tier available). - [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - Geocoding MCP server for nominatim, ArcGIS, Bing +- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API +- [mahdin75/geoserver-mcp](https://github.com/mahdin75/geoserver-mcp) 🏠 – A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services. +- [ipfred/aiwen-mcp-server-geoip](https://github.com/ipfred/aiwen-mcp-server-geoip) 🐍 📇 ☁️ – MCP Server for the Aiwen IP Location, Get user network IP location, get IP details (country, province, city, lat, lon, ISP, owner, etc.) ### 🎯 Marketing Tools for creating and editing marketing content, working with web meta data, product positioning, and editing guides. -- [Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation. +- [gomarble-ai/facebook-ads-mcp-server](https://github.com/gomarble-ai/facebook-ads-mcp-server) 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. +- [open-strategy-partners/osp_marketing_tools](https://github.com/open-strategy-partners/osp_marketing_tools) 🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation. +- [nictuku/meta-ads-mcp](https://github.com/nictuku/meta-ads-mcp) 🐍 ☁️ 🏠 - Enables AI agents to monitor and optimize Meta ad performance, analyze campaign metrics, adjust audience targeting, manage creative assets, and make data-driven recommendations for ad spend and campaign settings through seamless Graph API integration. +- [marketplaceadpros/amazon-ads-mcp-server](https://github.com/MarketplaceAdPros/amazon-ads-mcp-server) 📇 ☁️ - Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations. ### 📊 Monitoring Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. +- [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance +- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - An MCP server that allows querying Loki logs through the Grafana API. - [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities - [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Query and interact with kubernetes environments monitored by Metoro -- [modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring +- [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring - [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - Provides access to OpenTelemetry traces and metrics through Logfire - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process） +- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances + +### 🎥 Multimedia Process + +Provides the ability to handle multimedia, such as audio and video editing, playback, format conversion, also includes video filters, enhancements, and so on + +- [video-creator/ffmpeg-mcp](https://github.com/video-creator/ffmpeg-mcp.git) 🎥 🔊 - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions +- [stass/exif-mcp](https://github.com/stass/exif-mcp) 📇 🏠 🐧 🍎 🪟 - A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections. ### 🔎 Search & Data Extraction +- [Xyber-Labs/mcp-server-youtube](https://github.com/Xyber-Labs/mcp-servers/tree/main/mcp-server-youtube) 🐍 ☁️ - This repository implements an MCP (Model Context Protocol) server for YouTube search and transcript retrieval functionality. It allows language models or other agents to easily query YouTube content through a standardized protocol. +- [ricocf/mcp-wolframalpha](https://github.com/ricocf/mcp-wolframalpha) 🐍 🏠 ☁️ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data. +- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it. +- [0xdaef0f/job-searchoor](https://github.com/0xDAEF0F/job-searchoor) 📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more. - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration - [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv +- [hbg/mcp-paperswithcode](https://github.com/hbg/mcp-paperswithcode) - 🐍 ☁️ MCP to search through PapersWithCode API - [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - 🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed. - [angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API - [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) 📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. - [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) 📇 ☁️ - Clojars MCP Server for upto date dependency information of Clojure libraries - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers +- [luminati-io/brightdata-mcp](https://github.com/luminati-io/brightdata-mcp) 📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet. - [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) 📇 ☁️ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/). - [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) 🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool. +- [dealx/mcp-server](https://github.com/DealExpress/mcp-server) ☁️ - MCP Server for DealX platform - [devflowinc/trieve](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) 🎖️ 📇 ☁️ 🏠 - Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai) - [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) 🎖️ 📇 ☁️ - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) - [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) 🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more. - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) 🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. - [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) 📇 ☁️ - Search via search1api (requires paid API key) +- [genomoncology/biomcp](https://github.com/genomoncology/biomcp) 🐍 ☁️ - Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. - [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) 🐍 ☁️ - A MCP server for Unsplash image search. - [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) 📇 🏠/☁️ - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) +- [isnow890/naver-search-mcp](https://github.com/isnow890/naver-search-mcp) 📇 ☁️ - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features. - [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format. - [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. +- [ananddtyagi/webpage-screenshot-mcp](https://github.com/ananddtyagi/webpage-screenshot-mcp) 📇 🏠 - A MCP server for taking screenshots of webpages to use as feedback during UI developement. +- [leehanchung/bing-search-mcp](https://github.com/leehanchung/bing-search-mcp) 📇 ☁️ - Web search capabilities using Microsoft Bing Search API +- [kagisearch/kagimcp](https://github.com/kagisearch/kagimcp) ☁️ 📇 – Official Kagi Search MCP Server - [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 – Tavily AI search API +- [mikechao/brave-search-mcp](https://github.com/mikechao/brave-search-mcp) 📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API +- [emicklei/melrose-mcp](https://github.com/emicklei/melrose-mcp) 🏎️ 🏠 - Plays [Melrōse](https://melrōse.org) music expressions as MIDI - [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API - [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - Efficient web content fetching and processing for AI consumption - [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍📚 - Search Google and do deep web research on any topic - [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) 🐍 ☁️ - Web search using DuckDuckGo +- [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp) 📇 ☁️ - Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert) - [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) 📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting. - [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances +- [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) 🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations +- [the0807/GeekNews-MCP-Server](https://github.com/the0807/GeekNews-MCP-Server) 🐍 ☁️ - An MCP Server that retrieves and processes news data from the GeekNews site. - [tinyfish-io/agentql-mcp](https://github.com/tinyfish-io/agentql-mcp) 🎖️ 📇 ☁️ - MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities. - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API - [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) ☁️ 📇 - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. +- [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) 🎖️ 📇 ☁️ - Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping. - [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) 📇 ☁️ - Querying network asset information by ZoomEye MCP Server +- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - MCP server that searches Baseline status using Web Platform API +- [longevity-genie/biothings-mcp](https://github.com/longevity-genie/biothings-mcp) 🐍 ☁️ - MCP server to interact with BioThings API, including genes, genetic variants, drugs, and taxonomic information ### 🔒 Security +- [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) ☕ 🏠 - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports. +- [dkvdm/onepassword-mcp-server](https://github.com/dkvdm/onepassword-mcp-server) - An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI. +- [firstorderai/authenticator_mcp](https://github.com/firstorderai/authenticator_mcp) 📇 🏠 🍎 🪟 🐧 – A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. - [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) 🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. - [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration - [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. @@ -505,24 +727,50 @@ Access and analyze application monitoring data. Enables AI models to review erro - [BurtTheCoder/mcp-virustotal](https://github.com/BurtTheCoder/mcp-virustotal) 📇 🪟 ☁️ - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports. - [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp) 🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering. - [fr0gger/MCP_Security](https://github.com/fr0gger/MCP_Security) 📇 ☁️ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources. +- [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI. +- [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI. +- [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. +- [jyjune/mcp_vms](https://github.com/jyjune/mcp_vms) 🐍 🏠 🪟 - A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times. - [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) 📇 ☁️ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. -- [semgrep/mcp-security-audit](https://github.com/semgrep/mcp-security-audit) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev). -actors, and retrieving intelligence sources. -security vulnerabilities. Built with remote npm registry integration for real-time security checks. +- [semgrep/mcp](https://github.com/semgrep/mcp) 📇 ☁️ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev). +- [slouchd/cyberchef-api-mcp-server](https://github.com/slouchd/cyberchef-api-mcp-server) 🐍 ☁️ - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically. +- [rad-security/mcp-server](https://github.com/rad-security/mcp-server) 📇 ☁️ - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more. +- [securityfortech/secops-mcp](https://github.com/securityfortech/secops-mcp) 🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more. - [roadwy/cve-search_mcp](https://github.com/roadwy/cve-search_mcp) 🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs. +- [StacklokLabs/osv-mcp](https://github.com/StacklokLabs/osv-mcp) 🏎️ ☁️ - Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID. +- [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup. +- [Gaffx/volatility-mcp](https://github.com/Gaffx/volatility-mcp) - MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs. +- [co-browser/attestable-mcp-server](https://github.com/co-browser/attestable-mcp-server) 🐍 🏠 ☁️ 🐧 - An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting. +- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp) ☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude. +- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server) 🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs. + +### 🌐 Social Media + +Integration with social media platforms to allow posting, analytics, and interaction management. Enables AI-driven automation for social presence. + +- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering. +- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API. +- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management. +- [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client. + ### 🏃 Sports Tools for accessing sports-related data, results, and statistics. +- [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) 📇 - MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB - [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com. +- [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs +- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings. ### 🎧 Support & Service Management Tools for managing customer support, IT service management, and helpdesk operations. - [effytech/freshdesk-mcp](https://github.com/effytech/freshdesk_mcp) 🐍 ☁️ - MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations. +- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp) 🏎️ ☁️ - A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions. +- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces. ### 🌎 Translation Services @@ -530,6 +778,12 @@ Translation tools and services to enable AI assistants to translate content betw - [translated/lara-mcp](https://github.com/translated/lara-mcp) 🎖️ 📇 ☁️ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. +### 🎧 Text-to-Speech + +Tools for converting text-to-speech and vice-versa + +- [Kokoro TTS MCP](https://github.com/mberg/kokoro-tts-mcp) 🐍 🏠 - MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket. + ### 🚆 Travel & Transportation Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data. @@ -538,6 +792,7 @@ Access to travel and transportation information. Enables querying schedules, rou - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) 📇 ☁️ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks - [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates - [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) 📇 🐍 - A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces +- [lucygoodchild/mcp-national-rail](https://github.com/lucygoodchild/mcp-national-rail) 📇 ☁️ - An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API ### 🔄 Version Control @@ -545,12 +800,14 @@ Interact with Git repositories and version control platforms. Enables repository - [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) 🐍 🏠 - Read and analyze GitHub repositories with your LLM - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) 📇 ☁️ 🏠 - MCP server for GitHub Enterprise API integration +- [gitea/gitea-mcp](https://gitea.com/gitea/gitea-mcp) 🎖️ 🏎️ ☁️ 🏠 🍎 🪟 🐧 - Interactive with Gitea instances with MCP. +- [github/github-mcp-server](https://github.com/github/github-mcp-server) 📇 ☁️ - Official GitHub server for integration with repository management, PRs, issues, and more. - [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) 📇 ☁️ - Interact seamlessly with issues and merge requests of your GitLab projects. - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories -- [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) 📇 ☁️ - GitHub API integration for repository management, PRs, issues, and more - [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations - [oschina/mcp-gitee](https://github.com/oschina/gitee) 🏎️ ☁️ 🏠 - Gitee API integration, repository, issue, and pull request management, and more. - [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops) 📇 ☁️ - Azure DevOps integration for repository management, work items, and pipelines. +- [kaiyuanxiaobing/atomgit-mcp-server](https://github.com/kaiyuanxiaobing/atomgit-mcp-server) 📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. ### 🛠️ Other Tools and Integrations @@ -563,7 +820,6 @@ Interact with Git repositories and version control platforms. Enables repository - [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) 📇 ☁️ - Fetch YouTube subtitles - [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - 🐍 ☁️ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant) - [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) 🐍 🏠☁️ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server -- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 🏠 - Coinmarket API integration to fetch cryptocurrency listings and quotes - [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) 📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more - [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) 📇 ☁️ PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps. - [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) 📇 ☁️ - Provides the ability to generate images via Replicate's API. @@ -576,8 +832,13 @@ Interact with Git repositories and version control platforms. Enables repository - [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault). - [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) 🐍 🏠 - Yet another CLI tool for testing MCP servers - [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) 🐍 ☁️ - Integrates with Notion's API to manage personal todo lists +- [EKibort/wrike-mcp-server](https://github.com/EKibort/wrike-mcp-server) - 🐍 🏠 - A lightweight implementation of a Wrike MCP server for interacting with Wrike tasks via public API. +- [ekkyarmandi/ticktick-mcp](https://github.com/ekkyarmandi/ticktick-mcp) 🐍 ☁️ - [TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks. +- [esignaturescom/mcp-server-esignatures](https://github.com/esignaturescom/mcp-server-esignatures) 🐍 ☁️️ - Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API. - [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) 📇 ☁️ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API. +- [feuerdev/keep-mcp](https://github.com/feuerdev/keep-mcp) 🐍 ☁️ - Read, create, update and delete Google Keep notes. - [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) 🐍 ☁️ - Wikipedia Article lookup API +- [fotoetienne/gqai](https://github.com/fotoetienne/gqai) 🏎 🏠 - Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you. - [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) 🐍 🏠 - This server enables LLMs to use calculator for precise numerical calculations - [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - 🏎️ ☁️ Tools to the query and execute of Dify workflows - [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). @@ -586,19 +847,27 @@ Interact with Git repositories and version control platforms. Enables repository - [ivo-toby/contentful-mcp](https://github.com/ivo-toby/contentful-mcp) 📇 🏠 - Update, create, delete content, content-models and assets in your Contentful Space - [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) 🏠 - Let the agent speak things out loud, notify you when he's done working with a quick summary - [jagan-shanmugam/climatiq-mcp-server](https://github.com/jagan-shanmugam/climatiq-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights. +- [johannesbrandenburger/typst-mcp](https://github.com/johannesbrandenburger/typst-mcp) 🐍 🏠 - MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code. - [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) 📇 🏠 - An MCP server to list and launch applications on MacOS +- [Harry-027/JotDown](https://github.com/Harry-027/JotDown) 🦀 🏠 - An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content. - [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - 🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API - [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) 🐍 🏠 - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ +- [k-jarzyna/mcp-miro](https://github.com/k-jarzyna/mcp-miro) 📇 ☁️ - Miro MCP server, exposing all functionalities available in official Miro SDK +- [kimtth/mcp-remote-call-ping-pong](https://github.com/kimtth/mcp-remote-call-ping-pong) 🐍 🏠 - An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls - [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - 📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/) +- [kiwamizamurai/mcp-kibela-server](https://github.com/kiwamizamurai/mcp-kibela-server) - 📇 ☁️ Powerfully interact with Kibela API. - [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) 📇 ☁️ 🍎 🪟 - Get Confluence data via CQL and read pages. - [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) 📇 ☁️ 🍎 🪟 - Read jira data via JQL and api and execute requests to create and edit tickets. -- [lciesielski/mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example) 🏠 ☁️ - MCP server with basic demonstration of interactions with Salesforce instance -- [llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads. +- [salesforce-mcp/salesforce-mcp](https://github.com/salesforce-mcp/salesforce-mcp) 🏠 ☁️ - MCP server with basic demonstration of interactions with Salesforce instance +- [pollinations/chucknorris-mcp](https://github.com/pollinations/chucknorris-mcp) 📇 ☁️ - Specialized LLM enhancement prompts and jailbreaks with dynamic schema adaptation. +- [louiscklaw/hko-mcp](https://github.com/louiscklaw/hko-mcp) 📇 🏠 - MCP server with basic demonstration of getting weather from Hong Kong Observatory +- [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) 📇 ☁️ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads. - [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) 📇 ☁️ - Search and retrieve GIFs from Giphy's vast library through the Giphy API. -- [makehq/mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. +- [integromat/make-mcp-server](https://github.com/integromat/make-mcp-server) 🎖️ 📇 🏠 - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - 📇 🏠 Control Spotify playback and manage playlists. - [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) 🐍 ☁️ 🏠 - Interacting with Obsidian via REST API -- [mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) ☕ 🏠 - Draw on JavaFX canvas. +- [emicklei/mcp-log-proxy](https://github.com/emicklei/mcp-log-proxy) 🏎️ 🏠 - MCP server proxy that offers a Web UI to the full message flow +- [quarkiverse/mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) ☕ 🏠 - Draw on JavaFX canvas. - [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - 🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem. - [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP server that exercises all the features of the MCP protocol - [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) 🏎️ 🏠 - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files @@ -606,11 +875,13 @@ Interact with Git repositories and version control platforms. Enables repository - [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) 🏠 🍎 - MCP server that can execute commands such as keyboard input and mouse movement - [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) 🏎️ 🏠 - Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab - [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - 🐍 Automatic operation of on-screen GUI. +- [orellazi/coda-mcp](https://github.com/orellazri/coda-mcp) 📇 ☁️ - MCP server for [Coda](https://coda.io/) - [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol - [pskill9/hn-server](https://github.com/pskill9/hn-server) - 📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs). - [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) 📇 ☁️ - An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment. - [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - An MCP server for Mathematical expression calculation - [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more +- [Rai220/think-mcp](https://github.com/Rai220/think-mcp) 🐍 🏠 - Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). - [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) 🐍 🏠 - Allows the AI to read .ged files and genetic data - [rember/rember-mcp](https://github.com/rember/rember-mcp) 📇 🏠 - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats. - [r-huijts/ethics-check-mcp](https://github.com/r-huijts/ethics-check-mcp) 🐍 🏠 - MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning @@ -618,6 +889,7 @@ Interact with Git repositories and version control platforms. Enables repository - [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) 🐍 🏠 - Autonomous shell execution, computer control and coding agent. (Mac) - [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) 🐍 ☁️ - An MCP server for querying wolfram alpha API. - [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) 📇 ☁️ - Interact with TikTok videos +- [Shopify/dev-mcp](https://github.com/Shopify/dev-mcp) 📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev. - [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) 🐍 🏠 - Allows the AI to read from your local Apple Notes database (macOS only) - [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) 🐍 ☁️ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces. - [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) 📇 🏠 - Interacting with Notion API @@ -625,7 +897,8 @@ Interact with Git repositories and version control platforms. Enables repository - [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) 🐍 ☁️ - Interacting with Perplexity API. - [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) 📇 🏠 - Access Home Assistant data and control devices (lights, switches, thermostats, etc). - [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep -- [tomekkorbak/strava-mcp-server](https://github.com/tomekkorbak/strava-mcp-server) 🐍 ☁️ - An MCP server for Strava, an app for tracking physical exercise +- [UnitVectorY-Labs/mcp-graphql-forge](https://github.com/UnitVectorY-Labs/mcp-graphql-forge) 🏎️ ☁️ 🍎 🪟 🐧 - A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents. +- [kw510/strava-mcp](https://github.com/kw510/strava-mcp) 📇 ☁️ - An MCP server for Strava, an app for tracking physical exercise - [wanaku-ai/wanaku](https://github.com/wanaku-ai/wanaku) - ☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - [wong2/mcp-cli](https://github.com/wong2/mcp-cli) 📇 🏠 - CLI tool for testing MCP servers - [ws-mcp](https://github.com/nick1udwig/ws-mcp) - Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz)) @@ -633,52 +906,22 @@ Interact with Git repositories and version control platforms. Enables repository - [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Simple Web UI to install and manage MCP servers for Claude Desktop App. - [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform. +- [Mtehabsim/ScreenPilot](https://github.com/Mtehabsim/ScreenPilot) 🐍 🏠 - enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation. +- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more. +- [danielkennedy1/pdf-tools-mcp](https://github.com/danielkennedy1/pdf-tools-mcp) 🐍 - PDF download, view & manipulation utilities. +- [dotemacs/domain-lookup-mcp](https://github.com/dotemacs/domain-lookup-mcp) 🏎️ - Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS) +- [Klavis-AI/YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube) 🐍 📇 - Extract and convert YouTube video information. +- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop. +- [olalonde/mcp-human](https://github.com/olalonde/mcp-human) 📇 ☁️ - When your LLM needs human assistance (through AWS Mechanical Turk) +- [gwbischof/free-will-mcp](https://github.com/gwbischof/free-will-mcp) 🐍 🏠 - Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time. ## Frameworks +> [!NOTE] +> More frameworks, utilities, and other developer tools are available at https://github.com/punkpeye/awesome-mcp-devtools + - [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - A high-level framework for building MCP servers in Python - [FastMCP](https://github.com/punkpeye/fastmcp) 📇 - A high-level framework for building MCP servers in TypeScript -- [Foxy Contexts](https://github.com/strowk/foxy-contexts) 🏎️ - Golang library to write MCP Servers declaratively with functional testing included -- [gabfr/waha-api-mcp-server](https://github.com/gabfr/waha-api-mcp-server) 📇 - An MCP server with openAPI specs for using the WhatsApp unnoficial API (https://waha.devlike.pro/ - also open source: https://github.com/devlikeapro/waha -- [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) 📇 – Provides integration between [Genkit](https://github.com/firebase/genkit/tree/main) and the Model Context Protocol (MCP). -- [http4k MCP SDK](https://mcp.http4k.org) 🐍 - Functional, testable Kotlin SDK based around the popular [http4k](https://http4k.org) Web toolkit. Supports new HTTP Streaming protocol. -- [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) 🤖 🔌 - Build effective agents with MCP servers using simple, composable patterns. -- [LiteMCP](https://github.com/wong2/litemcp) 📇 - A high-level framework for building MCP servers in JavaScript/TypeScript -- [marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands. -- [mark3labs/mcp-go](https://github.com/mark3labs/mcp-go) 🏎️ - Golang SDK for building MCP Servers and Clients. -- [mcp-framework](https://github.com/QuantGeekDev/mcp-framework) 📇 - Fast and elegant TypeScript framework for building MCP servers -- [mcp-proxy](https://github.com/punkpeye/mcp-proxy) - 📇 A TypeScript SSE proxy for MCP servers that use `stdio` transport. -- [mcp-rs-template](https://github.com/linux-china/mcp-rs-template) 🦀 - MCP CLI server template for Rust -- [metoro-io/mcp-golang](https://github.com/metoro-io/mcp-golang) 🏎️ - Golang framework for building MCP Servers, focussed on type safety -- [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) 🦀 ☕ - Scala MCP Framework for Build effective agents with MCP servers and MCP clients shade from modelcontextprotocol.io. -- [paulotaylor/voyp-mcp](https://github.com/paulotaylor/voyp-mcp) 📇 - VOYP - Voice Over Your Phone MCP Server for making calls. -- [poem-web/poem-mcpserver](https://github.com/poem-web/poem/tree/master/poem-mcpserver) 🦀 - MCP Server implementation for Poem. -- [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) ☕ - Java SDK for building MCP servers using Quarkus. -- [rectalogic/langchain-mcp](https://github.com/rectalogic/langchain-mcp) 🐍 - Provides MCP tool calling support in LangChain, allowing for the integration of MCP tools into LangChain workflows. -- [ribeirogab/simple-mcp](https://github.com/ribeirogab/simple-mcp) 📇 - A simple TypeScript library for creating MCP servers. -- [salty-flower/ModelContextProtocol.NET](https://github.com/salty-flower/ModelContextProtocol.NET) #️⃣ 🏠 - A C# SDK for building MCP servers on .NET 9 with NativeAOT compatibility ⚡ 🔌 -- [spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - Java SDK and Spring Framework integration for building MCP client and MCP servers with various, plugable, transport options. -- [spring-projects-experimental/spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) ☕ 🌱 - Java SDK and Spring Framework integration for building MCP client and MCP servers with various, plugable, transport options. -- [Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server) 📇 - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure -- [sendaifun/solana-mcp-kit](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server) - Solana MCP SDK - -## Utilities - -- [boilingdata/mcp-server-and-gw](https://github.com/boilingdata/mcp-server-and-gw) 📇 - An MCP stdio to HTTP SSE transport gateway with example server and MCP client. -- [f/MCPTools](https://github.com/f/mcptools) 🔨 - A command-line development tool for inspecting and interacting with MCP servers with extra features like mocks and proxies. -- [flux159/mcp-chat](https://github.com/flux159/mcp-chat) 📇🖥️ - A CLI based client to chat and connect with any MCP server. Useful during development & testing of MCP servers. -- [isaacwasserman/mcp-langchain-ts-client](https://github.com/isaacwasserman/mcp-langchain-ts-client) 📇 – Use MCP provided tools in LangChain.js -- [kukapay/whattimeisit-mcp](https://github.com/kukapay/whattimeisit-mcp) 🐍 ☁️ - A lightweight mcp server that tells you exactly what time is it. -- [kukapay/whereami-mcp](https://github.com/kukapay/whereami-mcp) 🐍 ☁️ - A lightweight mcp server that tells you exactly where you are based on your current IP. -- [kukapay/whoami-mcp](https://github.com/kukapay/whoami-mcp) 🐍 🏠 - A lightweight MCP server that tells you exactly who you are. -- [lightconetech/mcp-gateway](https://github.com/lightconetech/mcp-gateway) 📇 - A gateway demo for MCP SSE Server. -- [mark3labs/mcphost](https://github.com/mark3labs/mcphost) 🏎️ - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). -- [MCP-Connect](https://github.com/EvalsOne/MCP-Connect) 📇 - A tiny tool that enables cloud-based AI services to access local Stdio based MCP servers by HTTP/HTTPS requests. -- [SecretiveShell/MCP-Bridge](https://github.com/SecretiveShell/MCP-Bridge) 🐍 – an openAI middleware proxy to use mcp in any existing openAI compatible client -- [sparfenyuk/mcp-proxy](https://github.com/sparfenyuk/mcp-proxy) 🐍 – An MCP stdio to SSE transport gateawy. -- [TBXark/mcp-proxy](https://github.com/TBXark/mcp-proxy) 🏎️ - An MCP proxy server that aggregates and serves multiple MCP resource servers through a single http server. -- [upsonic/gpt-computer-assistant](https://github.com/Upsonic/gpt-computer-assistant) 🐍 – framework to build vertical AI agent -- [JoshuaSiraj/mcp_auto_register](https://github.com/JoshuaSiraj/mcp_auto_register) 🐍 – tool to automate the registration of functions and classes from a python package into a FastMCP instance. ## Tips and Tricks