diff --git a/README-ja.md b/README-ja.md index 304006b1..7e4d48f6 100644 --- a/README-ja.md +++ b/README-ja.md @@ -69,6 +69,7 @@ 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) @@ -87,6 +88,12 @@ 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 + ### 📂 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。 @@ -111,6 +118,7 @@ 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 - [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。 @@ -119,7 +127,7 @@ 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 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。 - [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。 @@ -214,7 +222,7 @@ 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。 - [@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 diff --git a/README-ko.md b/README-ko.md index d21e23aa..8b8d360c 100644 --- a/README-ko.md +++ b/README-ko.md @@ -68,6 +68,7 @@ > [!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) @@ -91,6 +92,12 @@ * 🔄 - [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 + ### 📂 브라우저 자동화 웹 콘텐츠 접근 및 자동화 기능. AI 친화적인 형식으로 웹 콘텐츠 검색, 스크래핑 및 처리를 가능하게 합니다. @@ -119,6 +126,7 @@ 클라우드 플랫폼 서비스 통합. 클라우드 인프라 및 서비스의 관리 및 상호 작용을 가능하게 합니다. - [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 - [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 @@ -143,7 +151,7 @@ - [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. @@ -331,7 +339,7 @@ 애플리케이션 모니터링 데이터 접근 및 분석. AI 모델이 오류 보고서 및 성능 지표를 검토할 수 있게 합니다. - [@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 @@ -438,7 +446,7 @@ 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 @@ -465,7 +473,7 @@ 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 diff --git a/README-zh.md b/README-zh.md index 46f84788..abb4ed5c 100644 --- a/README-zh.md +++ b/README-zh.md @@ -69,6 +69,7 @@ > [!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) @@ -93,6 +94,12 @@ * 🔄 - [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 + ### 📂 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。 @@ -122,6 +129,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 云平台服务集成。实现与云基础设施和服务的管理和交互。 - [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。 - [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。 @@ -151,7 +159,7 @@ 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。 @@ -349,7 +357,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 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 - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - 通过Logfire提供对OpenTelemetry追踪和指标的访问 @@ -397,6 +405,13 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [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。 @@ -461,7 +476,7 @@ 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。 @@ -486,7 +501,7 @@ 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。 - [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 diff --git a/README-zh_TW.md b/README-zh_TW.md index 79b26566..8e72a2d9 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -61,6 +61,7 @@ > [!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) @@ -83,6 +84,12 @@ * 🔄 - [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 + ### 📂 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。 @@ -111,6 +118,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [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 - [@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。 @@ -135,7 +143,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [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。 @@ -277,7 +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 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 - [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 @@ -370,7 +378,7 @@ 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。 diff --git a/README.md b/README.md index 13342c68..9a354658 100644 --- a/README.md +++ b/README.md @@ -76,6 +76,7 @@ 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) @@ -106,6 +107,8 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) Servers for accessing many apps and tools through a single MCP server. - [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. +- [OpenMCP](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 +- [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. ### 🎨 Art & Culture @@ -137,6 +140,7 @@ 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 @@ -144,11 +148,13 @@ Web content access and automation capabilities. Enables searching, scraping, and Cloud platform service integration. Enables management and interaction with cloud infrastructure and services. +- [alexbakers/mcp-ipfs](https://github.com/alexbakers/mcp-ipfs) 📇 ☁️ - upload and manipulation of IPFS storage - [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. - [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. +- [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. @@ -157,7 +163,7 @@ Cloud platform service integration. Enables management and interaction with clou - [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/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 @@ -166,6 +172,15 @@ Cloud platform service integration. Enables management and interaction with clou 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 +- [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 + +### 🤖 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. +- [wonderwhy-er/DesktopCommanderMCP](https://github.com/wonderwhy-er/DesktopCommanderMCP) 📇🏠 - Enhanced file-system and search tools, commands and prompts specific for coding. ### 🖥️ Command Line @@ -178,6 +193,7 @@ Run commands, capture output and otherwise interact with shells and command line - [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) +- [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. ### 💬 Communication @@ -192,11 +208,11 @@ Integration with communication platforms for message management and channel oper - [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. - [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. +- [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 - [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. -- [modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction +- [keturiosakys/bluesky-context-server](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 - [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. @@ -224,8 +240,9 @@ 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 +- [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. - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) 🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction @@ -275,9 +292,10 @@ Secure database access with schema inspection capabilities. Enables querying and ### 📊 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. +- [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. ### 💻 Developer Tools @@ -289,7 +307,8 @@ Tools and integrations that enhance the development workflow and environment man - [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). - [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. +- [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. - [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. - [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). @@ -298,6 +317,7 @@ 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. - [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. - [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 @@ -307,15 +327,20 @@ Tools and integrations that enhance the development workflow and environment man - [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. +- [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. - [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/). @@ -336,6 +361,7 @@ 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/) ### 🧮 Data Science Tools @@ -352,7 +378,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan 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. - + ### 📂 File Systems Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. @@ -363,6 +389,7 @@ 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. +- [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™ @@ -375,14 +402,17 @@ Financial data access and analysis tools. Enables AI models to work with market - [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/). +- [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. - [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 - [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 - [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-portfolio-mcp](https://github.com/kukapay/crypto-portfolio-mcp) 🐍 ☁️ - An MCP server for tracking and managing cryptocurrency portfolio allocations. - [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) 🐍 ☁️ - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) 🐍 ☁️ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) 🐍 ☁️ - A mcp server that bridges Dune Analytics data to AI agents. @@ -396,6 +426,7 @@ Financial data access and analysis tools. Enables AI models to work with market - [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. @@ -429,13 +460,14 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context - [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 +- [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. +- [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. @@ -457,7 +489,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [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) @@ -483,6 +515,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [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. - [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 - [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 @@ -511,6 +544,8 @@ Access and analyze application monitoring data. Enables AI models to review erro actors, and retrieving intelligence sources. security vulnerabilities. Built with remote npm registry integration for real-time security checks. - [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. ### 🏃 Sports @@ -524,6 +559,7 @@ Tools for accessing sports-related data, results, and statistics. 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. ### 🌎 Translation Services @@ -546,6 +582,7 @@ 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. - [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 @@ -594,9 +631,9 @@ Interact with Git repositories and version control platforms. Enables repository - [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. +- [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. @@ -661,7 +698,7 @@ Interact with Git repositories and version control platforms. Enables repository - [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.