Merge branch 'punkpeye:main' into main

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kukapay
2025-10-27 20:23:47 +08:00
committed by GitHub
7 changed files with 77 additions and 34 deletions

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## 凡例
* 🎖️ 公式実装
* プログラミング言語
* 🐍 Pythonコードベース
* 📇 TypeScriptコードベース
* 🏎️ Goコードベース
* 🦀 Rustコードベース
* # C#コードベース
* 🎖️ 公式実装
* プログラミング言語
* 🐍 Pythonコードベース
* 📇 TypeScriptコードベース
* 🏎️ Goコードベース
* 🦀 Rustコードベース
* # C#コードベース
* Javaコードベース
* 🌊 C/C++コードベース
* スコープ
* ☁️ クラウドサービス
* 🏠 ローカルサービス
* 📟 組み込みシステム
* 対応OS
* 🍎 macOS用
* 🪟 Windows用
* 🌊 C/C++コードベース
* スコープ
* ☁️ クラウドサービス
* 🏠 ローカルサービス
* 📟 組み込みシステム
* 対応OS
* 🍎 macOS用
* 🪟 Windows用
* 🐧 Linux用
> [!NOTE]
> ローカル 🏠 とクラウド ☁️ の違いに迷っていますか?
> * MCPサーバーがローカルにインストールされたソフトウェアと通信する場合Chromeブラウザの制御には「ローカル 🏠」を使用してください。
> ローカル 🏠 とクラウド ☁️ の違いに迷っていますか?
> * MCPサーバーがローカルにインストールされたソフトウェアと通信する場合Chromeブラウザの制御には「ローカル 🏠」を使用してください。
> * MCPサーバーがリモートAPIと通信する場合天気APIには「とクラウド ☁️」を使用してください。
## サーバー実装
@@ -177,6 +177,7 @@
- [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) 🦀 🏠 - AIアシスタントがTerraform環境を管理および操作できるようにするTerraform MCPサーバー。設定の読み取り、プランの分析、設定の適用、Terraformステートの管理を可能にします。
- [pulumi/mcp-server](https://github.com/pulumi/mcp-server) 🎖️ 📇 🏠 - Pulumi Automation APIとPulumi Cloud APIを使用してPulumiと対話するためのMCPサーバー。MCPクライアントがパッケージ情報の取得、変更のプレビュー、更新のデプロイ、スタック出力の取得などのPulumi操作をプログラムで実行できるようにします。
- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) 🐍 ☁️🏠 - Claude、Cursor、その他のAIアシスタントが自然言語を通じてKubernetesクラスターと対話できるようにするKubernetes用Model Context ProtocolMCPサーバー。
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - Tiltと統合し、Kubernetes開発環境のためのTiltリソース、ログ、管理操作へのプログラマティックアクセスを提供するModel Context Protocolサーバー。
- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) 🏎️ ☁️🏠 - MCPを通じたKubernetesクラスター操作
- [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) 🏎️ 🏠☁️ - Nutanix Prism CentralリソースとインターフェースするためのGoベースのMCPサーバー。
- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️🏠 - 一回の呼び出しで最新のEC2価格情報を取得。高速。事前解析済みのAWS価格カタログを使用。
@@ -393,6 +394,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
- [redis/mcp-redis-cloud](https://github.com/redis/mcp-redis-cloud) 📇 ☁️ - 自然言語を使用してRedis Cloudリソースを簡単に管理。データベースの作成、サブスクリプションの監視、シンプルなコマンドでクラウドデプロイメントの設定。
- [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。
- [optuna/optuna-mcp](https://github.com/optuna/optuna-mcp) 🎖️ 🐍 🏠 🐧 🍎 - [Optuna](https://optuna.org/)と連携し、ハイパーパラメータ探索をはじめとする各種最適化タスクのシームレスなオーケストレーションを可能にする公式MCPサーバー。
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - イーサリアム仮想マシンEVMJSON-RPCメソッドへの完全なアクセスを提供するMCPサーバー。Infura、Alchemy、QuickNode、ローカルードなど、任意のEVM互換ードプロバイダーで動作します。
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Polymarket、PredictIt、Kalshiを含む複数のプラットフォームからのリアルタイム予測市場データを提供するMCPサーバー。AIアシスタントが統一されたインターフェースを通じて現在のオッズ、価格、市場情報をクエリできるようにします。
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - AIモデルがビットコインブロックチェーンをクエリできるようにするMCPサーバー。
@@ -433,6 +435,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
地理および位置ベースのサービス統合。地図データ、方向、および場所情報へのアクセスを提供します。
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - 位置情報サービス、ルート計画、および場所の詳細のためのGoogle Maps統合
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - https://api.open-meteo.com API から天気情報を取得。
### 🎯 <a name="marketing"></a>マーケティング
@@ -471,7 +474,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存
### 🔎 <a name="search"></a>検索・データ抽出
- [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
- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - Braveの検索APIを使用したWeb検索機能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - DappierのMCPサーバーで、信頼できるメディアブランドからのニュース、金融市場、スポーツ、エンタメ、天気などのプレミアムデータへのリアルタイムアクセスと、高速なWeb検索をAIエージェントに提供します。
- [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

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- [@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.
- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - WebDriver BiDi를 통한 Firefox 브라우저 자동화. 테스트, 스크래핑 및 브라우저 제어 지원. 스냅샷/UID 기반 상호작용, 네트워크 모니터링, 콘솔 캡처 및 스크린샷 지원
### 🎨 <a name="art-and-culture"></a>예술 및 문화
@@ -157,6 +158,7 @@
- [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.
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - Tilt와 통합되어 Kubernetes 개발 환경을 위한 Tilt 리소스, 로그 및 관리 작업에 대한 프로그래밍 방식 액세스를 제공하는 Model Context Protocol 서버.
- [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.
### 🖥️ <a name="command-line"></a>커맨드 라인
@@ -359,6 +361,7 @@
- [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.
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - 이더리움 가상 머신(EVM) JSON-RPC 메서드에 대한 완전한 액세스를 제공하는 MCP 서버. Infura, Alchemy, QuickNode, 로컬 노드 등 모든 EVM 호환 노드 프로바이더와 함께 작동합니다.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Polymarket, PredictIt, Kalshi를 포함한 여러 플랫폼의 실시간 예측 시장 데이터를 제공하는 MCP 서버. AI 어시스턴트가 통합된 인터페이스를 통해 현재 배당률, 가격 및 시장 정보를 쿼리할 수 있게 합니다.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - AI 모델이 비트코인 블록체인을 쿼리할 수 있게 하는 MCP 서버.
@@ -394,6 +397,7 @@
지리 및 위치 기반 서비스 통합. 지도 데이터, 길찾기 및 장소 정보에 대한 접근을 가능하게 합니다.
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - 위치 서비스, 경로 안내 및 장소 세부 정보를 위한 Google 지도 통합
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - https://api.open-meteo.com API에서 날씨 정보 가져오기.
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 모든 시간대의 시간에 접근하고 현재 현지 시간 확인
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - nominatim, ArcGIS, Bing을 위한 지오코딩 MCP 서버
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️  - IPInfo API를 사용한 IP 주소 지리 위치 및 네트워크 정보
@@ -423,7 +427,7 @@
### 🔎 <a name="search"></a>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
- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 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
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi 검색 API 통합

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@@ -153,6 +153,7 @@ Acesso e recursos de automação de conteúdo web. Permite pesquisar, extrair e
- [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).
- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - Automação do navegador Firefox via WebDriver BiDi para testes, raspagem e controle do navegador. Suporta interações baseadas em snapshot/UID, monitoramento de rede, captura de console e screenshots.
- [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
@@ -182,6 +183,7 @@ Integração de serviços de plataforma em nuvem. Permite o gerenciamento e inte
- [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.
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - Um servidor de Protocolo de Contexto de Modelo que se integra com o Tilt para fornecer acesso programático a recursos, logs e operações de gerenciamento do Tilt para ambientes de desenvolvimento Kubernetes.
- [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.
### 👨‍💻 <a name="execução-de-código"></a>Execução de Código
@@ -241,7 +243,7 @@ Fornece acesso a perfis de clientes dentro de plataformas de dados de clientes
- [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.
- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - A ferramenta MCP gera dinamicamente gráficos visuais com sintaxe do [Apache ECharts](https://echarts.apache.org) usando IA.
- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - A ferramenta MCP gera dinamicamente gráficos visuais com sintaxe do [Apache ECharts](https://echarts.apache.org) usando IA.
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI gera dinamicamente gráficos visuais usando a sintaxe [Mermaid](https://mermaid.js.org/) MCP.
### 🗄️ <a name="bancos-de-dados"></a>Bancos de Dados
@@ -335,6 +337,7 @@ Acesso a dados financeiros e ferramentas de análise. Permite que modelos de IA
- [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.
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - Um servidor MCP que fornece acesso completo aos métodos JSON-RPC da Máquina Virtual Ethereum (EVM). Funciona com qualquer provedor de nó compatível com EVM, incluindo Infura, Alchemy, QuickNode, nós locais e muito mais.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Um servidor MCP que fornece dados de mercado de previsão em tempo real de múltiplas plataformas incluindo Polymarket, PredictIt e Kalshi. Permite que assistentes de IA consultem probabilidades atuais, preços e informações de mercado através de uma interface unificada.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - Um servidor MCP que permite que modelos de IA consultem a blockchain Bitcoin.
@@ -373,6 +376,7 @@ Armazenamento de memória persistente usando estruturas de grafos de conheciment
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
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - Obter informações meteorológicas da API https://api.open-meteo.com.
- [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-archived/tree/main/src/google-maps) 📇 ☁️ - Integração com Google Maps para serviços de localização, rotas e detalhes de lugares

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@@ -12,7 +12,7 @@
รายการรวบรวม Model Context Protocol (MCP) servers ที่น่าสนใจ
* [MCP คืออะไร?](#what-is-mcp)
* [ไคลเอนต์](#clients)
* [ไคลเอนต์](#clients)
* [บทแนะนำ](#tutorials)
* [การนำไปใช้งานเซิร์ฟเวอร์](#server-implementations)
* [เฟรมเวิร์ค](#frameworks)
@@ -30,7 +30,7 @@
> [!TIP]
> [Glama Chat](https://glama.ai/chat) คือไคลเอนต์ AI แบบ multi-modal ที่รองรับ MCP และมี [AI gateway](https://glama.ai/gateway)
## บทแนะนำ
## บทแนะนำ
* [Model Context Protocol (MCP) เริ่มต้นอย่างรวดเร็ว](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart)
* [การตั้งค่า Claude Desktop App เพื่อใช้งานกับฐานข้อมูล SQLite](https://youtu.be/wxCCzo9dGj0)
@@ -72,10 +72,10 @@
* 🔗 - [รวบรวม](#aggregators)
* 🎨 - [ศิลปะและวัฒนธรรม](#art-and-culture)
* 🧬 - [ชีววิทยา การแพทย์ และไบโออินฟอร์เมติกส์](#bio)
* 📂 - [การทำงานอัตโนมัติของเบราว์เซอร์](#browser-automation)
* 📂 - [การทำงานอัตโนมัติของเบราว์เซอร์](#browser-automation)
* ☁️ - [แพลตฟอร์มคลาวด์](#cloud-platforms)
* 👨‍💻 - [การเรียกใช้โค้ด](#code-execution)
* 🖥️ - [คำสั่งในเทอร์มินัล](#command-line)
* 🖥️ - [คำสั่งในเทอร์มินัล](#command-line)
* 💬 - [การสื่อสาร](#communication)
* 👤 - [แพลตฟอร์มข้อมูลลูกค้า](#customer-data-platforms)
* 🗄️ - [ฐานข้อมูล](#databases)
@@ -107,7 +107,7 @@
- [tigranbs/mcgravity](https://github.com/tigranbs/mcgravity) 📇 🏠 - เครื่องมือพร็อกซี่สำหรับรวมเซิร์ฟเวอร์ MCP หลายตัวเข้าด้วยกันเป็นจุดเชื่อมต่อเดียว ปรับขนาดเครื่องมือ AI ของคุณด้วยการกระจายโหลดคำขอระหว่างเซิร์ฟเวอร์ MCP หลายตัว คล้ายกับวิธีที่ Nginx ทำงานสำหรับเว็บเซิร์ฟเวอร์
- [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ MCP รวมข้อมูลส่วนตัวที่ครอบคลุมด้วยการรวม Steam, YouTube, Bilibili, Spotify, Reddit และแพลตฟอร์มอื่นๆ พร้อมการรับรองความถูกต้อง OAuth2 การจัดการโทเค็นอัตโนมัติ และเครื่องมือ 90+ สำหรับเข้าถึงข้อมูลเกม เพลง วิดีโอ และแพลตฟอร์มโซเชียล
### 🎨 ศิลปะและวัฒนธรรม
### 🎨 ศิลปะและวัฒนธรรม
เข้าถึงและสำรวจคอลเลกชันงานศิลปะ มรดกทางวัฒนธรรม และฐานข้อมูลพิพิธภัณฑ์ ช่วยให้โมเดล AI สามารถค้นหาและวิเคราะห์เนื้อหาด้านศิลปะและวัฒนธรรม
@@ -137,6 +137,7 @@
- [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)
- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - การทำงานอัตโนมัติของเบราว์เซอร์ Firefox ผ่าน WebDriver BiDi สำหรับการทดสอบ การดึงข้อมูล และการควบคุมเบราว์เซอร์ รองรับการโต้ตอบแบบ snapshot/UID การตรวจสอบเครือข่าย การจับภาพคอนโซล และการจับภาพหน้าจอ
และอื่นๆ อีกมากมาย...
@@ -151,6 +152,7 @@
- [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
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - เซิร์ฟเวอร์ Model Context Protocol ที่ผสานการทำงานกับ Tilt เพื่อให้สามารถเข้าถึงทรัพยากร, ล็อก และการดำเนินการจัดการของ Tilt สำหรับสภาพแวดล้อมการพัฒนา Kubernetes ผ่านโปรแกรม
- [trilogy-group/aws-pricing-mcp](https://github.com/trilogy-group/aws-pricing-mcp) 🏎️ ☁️/🏠 - รับข้อมูลราคา EC2 ล่าสุดด้วยการเรียกเพียงครั้งเดียว รวดเร็ว ขับเคลื่อนโดยแคตตาล็อกราคา AWS ที่แยกวิเคราะห์ไว้ล่วงหน้า
### 👨‍💻 การเรียกใช้โค้ด
@@ -190,7 +192,7 @@
- [@antv/mcp-server-chart](https://github.com/antvis/mcp-server-chart) 🎖️ 📇 ☁️ - ปลั๊กอินสำหรับ MCP Server ที่สร้างขึ้นเพื่อสร้างแผนภูมิการมองเห็นข้อมูลโดยใช้ [AntV](https://github.com/antvis)
- [hustcc/mcp-echarts](https://github.com/hustcc/mcp-echarts) 📇 🏠 - AI สร้างแผนภูมิการมองเห็นที่เขียนด้วยไวยากรณ์ของ [Apache ECharts](https://echarts.apache.org) แบบไดนามิก MCP
- [hustcc/mcp-mermaid](https://github.com/hustcc/mcp-mermaid) 📇 🏠 - AI สร้างแผนภูมิที่มองเห็นได้แบบไดนามิกโดยใช้ไวยากรณ์ของ [Mermaid](ttps://mermaid.js.org/) MCP
### 🗄️ ฐานข้อมูล
การเข้าถึงฐานข้อมูลอย่างปลอดภัยพร้อมความสามารถในการตรวจสอบสคีมา ช่วยให้สามารถสืบค้นและวิเคราะห์ข้อมูลด้วยการควบคุมความปลอดภัยที่กำหนดค่าได้ รวมถึงการเข้าถึงแบบอ่านอย่างเดียว
@@ -401,6 +403,7 @@
- [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
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้การเข้าถึงแบบสมบูรณ์ไปยังเมธอด JSON-RPC ของ Ethereum Virtual Machine (EVM) ทำงานร่วมกับผู้ให้บริการโหนดที่เข้ากันได้กับ EVM ใดๆ รวมถึง Infura, Alchemy, QuickNode, โหนดท้องถิ่น และอื่นๆ
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่ให้ข้อมูลตลาดการพยากรณ์แบบเรียลไทม์จากหลายแพลตฟอร์มรวมถึง Polymarket, PredictIt และ Kalshi ช่วยให้ผู้ช่วย AI สามารถสืบค้นอัตราต่อรองปัจจุบัน ราคา และข้อมูลตลาดผ่านอินเทอร์เฟซที่รวมเป็นหนึ่งเดียว
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP ที่ช่วยให้โมเดล AI สามารถสืบค้นบล็อกเชน Bitcoin ได้
@@ -437,6 +440,7 @@
บริการตามตำแหน่งและเครื่องมือแผนที่ ช่วยให้โมเดล AI สามารถทำงานกับข้อมูลทางภูมิศาสตร์ ข้อมูลสภาพอากาศ และการวิเคราะห์ตามตำแหน่ง
- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - ตำแหน่งทางภูมิศาสตร์ของที่อยู่ IP และข้อมูลเครือข่ายโดยใช้ IPInfo API
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - รับข้อมูลสภาพอากาศจาก https://api.open-meteo.com API
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - เซิร์ฟเวอร์ MCP สำหรับการค้นหาสถานที่ใกล้เคียงพร้อมการตรวจจับตำแหน่งตาม IP
- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - การผสานรวม Google Maps สำหรับบริการตำแหน่ง การกำหนดเส้นทาง และรายละเอียดสถานที่
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - เชื่อมต่อ QGIS Desktop กับ Claude AI ผ่าน MCP การผสานรวมนี้ช่วยให้สามารถสร้างโปรเจ็กต์ โหลดเลเยอร์ เรียกใช้โค้ด และอื่นๆ โดยใช้พรอมต์ช่วย
@@ -488,7 +492,7 @@
- [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP สำหรับดึงเนื้อหาเว็บเพจโดยใช้เบราว์เซอร์ headless Playwright รองรับการเรนเดอร์ Javascript และการดึงเนื้อหาอย่างชาญฉลาด และส่งออกในรูปแบบ Markdown หรือ HTML
- [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) 📇 🏠 - เซิร์ฟเวอร์ MCP อันทรงพลังสำหรับการค้นหา Google ที่ช่วยให้ค้นหาคำหลักหลายคำพร้อมกันแบบขนาน
- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) ☁️ 📇 API การค้นหา AI ของ Tavily
- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - ความสามารถในการค้นหาเว็บโดยใช้ API การค้นหาของ Brave
- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - ความสามารถในการค้นหาเว็บโดยใช้ API การค้นหาของ Brave
- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) 🐍 🏠 ☁️ - การดึงและประมวลผลเนื้อหาเว็บอย่างมีประสิทธิภาพสำหรับการบริโภคของ AI
- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) 🔍📚 - ค้นหา Google และทำการวิจัยเชิงลึกบนเว็บในหัวข้อใดก็ได้
- [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) 🐍 ☁️ - การค้นหาเว็บโดยใช้ DuckDuckGo

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@@ -121,7 +121,8 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 获取 YouTube 字幕和文字记录以供 AI 分析
- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 服务器与 Apple Shortcuts 的集成
- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上与 Apple Reminders 集成的 MCP 服务器
- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的“最小”服务器/客户端 MCP 实现。
- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - 通过 WebDriver BiDi 进行 Firefox 浏览器自动化,用于测试、网页抓取和浏览器控制。支持 snapshot/UID 为基础的交互、网络监控、控制台捕获和屏幕截图
- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) 🐍 🏠 - 使用 Azure OpenAI 和 Playwright 的"最小"服务器/客户端 MCP 实现。
- [@pskill9/web-search](https://github.com/pskill9/web-search) 📇 🏠 - 一个支持使用 Google 搜索结果进行免费网页搜索的 MCP 服务器,无需 API 密钥
- [@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。
@@ -167,6 +168,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [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。
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - 一个与 Tilt 集成的 Model Context Protocol 服务器,为 Kubernetes 开发环境提供对 Tilt 资源、日志和管理操作的程序化访问。
- [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。
@@ -391,6 +393,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [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。
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - 一个MCP服务器提供对以太坊虚拟机EVMJSON-RPC方法的完整访问。可与任何EVM兼容的节点提供商配合使用包括Infura、Alchemy、QuickNode、本地节点等。
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - 一个MCP服务器提供来自Polymarket、PredictIt和Kalshi等多个平台的实时预测市场数据。使AI助手能够通过统一接口查询当前赔率、价格和市场信息。
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - 一个MCP服务器使AI模型能够查询比特币区块链。
@@ -430,6 +433,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 访问任意时区的时间并获取当前本地时间
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支持 nominatim、ArcGIS、Bing 的地理编码 MCP 服务器
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 获取 IP 地址的地理位置和网络信息
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - 从 https://api.open-meteo.com API 获取天气信息。
- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - 通过MCP将QGIS桌面端与Claude AI连接。该集成支持提示辅助的项目创建、图层加载、代码执行等功能。
- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) 🐍 ☁️ - 一个基于IP定位检测的附近地点搜索MCP服务器。
@@ -457,7 +461,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
### 🔎 <a name="search"></a>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
- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 使用 Brave 的搜索 API 实现网页搜索功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 服务器可让 AI 代理快速、免费地进行实时网页搜索,并访问来自可靠媒体品牌的新闻、金融市场、体育、娱乐、天气等优质数据。
- [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

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@@ -110,7 +110,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - 獲取 YouTube 字幕和文字記錄以供 AI 分析
- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) 📇 🏠 🍎 - MCP 伺服器與 Apple Shortcuts 的整合
- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - macOS 上與 Apple Reminders 整合的 MCP 伺服器
- [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。
- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - 透過 WebDriver BiDi 進行 Firefox 瀏覽器自動化,用於測試、網頁抓取和瀏覽器控制。支援 snapshot/UID 為基礎的互動、網路監控、控制台擷取和螢幕截圖
- [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。
@@ -147,6 +148,7 @@ 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。
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - 一個與 Tilt 整合的 Model Context Protocol 伺服器,為 Kubernetes 開發環境提供對 Tilt 資源、日誌和管理操作的程式化存取。
- [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。
### 🖥️ <a name="command-line"></a>Command Line
@@ -310,6 +312,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
- [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。
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - 一個 MCP 伺服器提供對以太坊虛擬機EVMJSON-RPC 方法的完整訪問。可與任何 EVM 相容的節點提供商配合使用,包括 Infura、Alchemy、QuickNode、本地節點等。
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - 一個 MCP 伺服器,提供來自 Polymarket、PredictIt 和 Kalshi 等多個平台的即時預測市場數據。使 AI 助手能夠通過統一介面查詢當前賠率、價格和市場資訊。
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - 一個 MCP 伺服器,使 AI 模型能夠查詢比特幣區塊鏈。
@@ -342,6 +345,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
地理和基於位置的服務集成。支援訪問地圖數據、方向和位置資訊。
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/google-maps) 📇 ☁️ - Google 地圖集成,提供位置服務、路線規劃和地點詳細資訊
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - 從 https://api.open-meteo.com API 獲取天氣資訊。
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) 🐍 🏠 - 訪問任意時區的時間並獲取當前本地時間
- [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) 🐍 🏠 - 支援 nominatim、ArcGIS、Bing 的地理編碼 MCP 伺服器
- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) 🐍 ☁️ - 使用 IPInfo API 獲取 IP 地址的地理位置和網路資訊
@@ -368,7 +372,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
### 🔎 <a name="search"></a>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
- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 使用 Brave 的搜尋 API 實現網頁搜尋功能
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp) 🐍 ☁️ - Dappier 的 MCP 伺服器可讓 AI 代理快速免費地進行即時網頁搜尋,並存取來自可靠媒體品牌的新聞、金融市場、體育、娛樂、天氣等高品質資料。
- [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

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@@ -170,8 +170,10 @@ Access and explore art collections, cultural heritage, and museum databases. Ena
- [longevity-genie/gget-mcp](https://github.com/longevity-genie/gget-mcp) 🐍 🏠 ☁️ - MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
- [longevity-genie/opengenes-mcp](https://github.com/longevity-genie/opengenes-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for a queryable database for aging and longevity research from the OpenGenes project.
- [longevity-genie/synergy-age-mcp](https://github.com/longevity-genie/synergy-age-mcp) 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
- [the-momentum/fhir-mcp-server](https://github.com/the-momentum/fhir-mcp-server) 🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.
- [wso2/fhir-mcp-server](https://github.com/wso2/fhir-mcp-server) 🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.
- [JamesANZ/medical-mcp](https://github.com/JamesANZ/medical-mcp) 📇 🏠 - An MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
- [the-momentum/apple-health-mcp-server](https://github.com/the-momentum/apple-health-mcp-server) 🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included.
- [OHNLP/omop_mcp](https://github.com/OHNLP/omop_mcp) 🐍 🏠 ☁️ - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization and interoperability.
### 📂 <a name="browser-automation"></a>Browser Automation
@@ -188,6 +190,7 @@ Web content access and automation capabilities. Enables searching, scraping, and
- [eat-pray-ai/yutu](https://github.com/eat-pray-ai/yutu) 🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation
- [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).
- [freema/firefox-devtools-mcp](https://github.com/freema/firefox-devtools-mcp) 📇 🏠 - Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.
- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) 📇 🏠 🍎 - An MCP server for interacting with Apple Reminders on macOS
- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) 📇 🏠 - Extract structured data from any website. Just prompt and get JSON.
- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
@@ -238,6 +241,7 @@ Cloud platform service integration. Enables management and interaction with clou
- [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.
- [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.
- [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.
- [rrmistry/tilt-mcp](https://github.com/rrmistry/tilt-mcp) 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.
- [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.
- [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp) 🏎️ ☁️ - MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
- [StacklokLabs/ocireg-mcp](https://github.com/StacklokLabs/ocireg-mcp) 🏎️ ☁️ - An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
@@ -320,9 +324,10 @@ Integration with communication platforms for message management and channel oper
- [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
- [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.
- [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)
- [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.
- [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.
- [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.
- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
- [joinly-ai/joinly](https://github.com/joinly-ai/joinly) 🐍☁️ - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
- [keturiosakys/bluesky-context-server](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
- [khan2a/telephony-mcp-server](https://github.com/khan2a/telephony-mcp-server) 🐍 💬 - MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
- [korotovsky/slack-mcp-server](https://github.com/korotovsky/slack-mcp-server) 📇 ☁️ - The most powerful MCP server for Slack Workspaces.
@@ -477,6 +482,7 @@ Tools and integrations that enhance the development workflow and environment man
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) 🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
- [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.
- [azer/react-analyzer-mcp](https://github.com/azer/react-analyzer-mcp) 📇 🏠 - Analyze React code locally, generate docs / llm.txt for whole project at once
- [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.
- [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
- [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI.
- [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)
@@ -484,6 +490,7 @@ Tools and integrations that enhance the development workflow and environment man
- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker) 🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks.
- [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.
- [ConfigCat/mcp-server](https://github.com/configcat/mcp-server) 🎖️ 📇 ☁️ - MCP server for interacting with ConfigCat feature flag platform. Supports managing feature flags, configs, environments, products and organizations.
- [cqfn/aibolit-mcp-server](https://github.com/cqfn/aibolit-mcp-server) ☕ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
- [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).
- [davidan90/time-node-mcp](https://github.com/davidan90/time-node-mcp) 📇 🏠 - Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.
@@ -514,6 +521,7 @@ Tools and integrations that enhance the development workflow and environment man
- [promptexecution/just-mcp](https://github.com/promptexecution/just-mcp) 🦀 🏠 - Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
- [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.
- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) 🐍 🏠 - MCP server for local compression of various image formats.
- [InsForge/insforge-mcp](https://github.com/InsForge/insforge-mcp) 📇 ☁️ - AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.
- [Inspizzz/jetbrains-datalore-mcp](https://github.com/inspizzz/jetbrains-datalore-mcp) 🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )
- [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.
- [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.
@@ -531,18 +539,21 @@ Tools and integrations that enhance the development workflow and environment man
- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
- [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.
- [linw1995/nvim-mcp](https://github.com/linw1995/nvim-mcp) 🦀 🏠 🍎 🪟 🐧 - A MCP server to interact with Neovim
- [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.
- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
- [mattjegan/swarmia-mcp](https://github.com/mattjegan/swarmia-mcp) 🐍 🏠 🍎 🐧 - Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
- [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.
- [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.
- [mumez/pharo-smalltalk-interop-mcp-server](https://github.com/mumez/pharo-smalltalk-interop-mcp-server) 🐍 🏠 - Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.
- [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.
- [neilberkman/editorconfig_mcp](https://github.com/neilberkman/editorconfig_mcp) 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
- [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.
- [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).
- [bgauryy/octocode-mcp](https://github.com/bgauryy/octocode-mcp) ☁️ 📇 🍎 🪟 🐧 - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
- [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com)
- [ooples/token-optimizer-mcp](https://github.com/ooples/token-optimizer-mcp) 📇 🏠 ☁️ 🍎 🪟 🐧 - Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ smart tools for API optimization, code analysis, and real-time monitoring.
- [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
- [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
- [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
@@ -755,6 +766,7 @@ Provides direct access to local file systems with configurable permissions. Enab
- [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.
- [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.
- [zolo-ryan/MarketAuxMcpServer](https://github.com/Zolo-Ryan/MarketAuxMcpServer) 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
- [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, local nodes, and more.
- [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.
- [JamesANZ/bitcoin-mcp](https://github.com/JamesANZ/bitcoin-mcp) 📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain.
- [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics
@@ -813,6 +825,7 @@ Location-based services and mapping tools. Enables AI models to work with geogra
- [cqtrinv/trinvmcp](https://github.com/cqtrinv/trinvmcp) 📇 ☁️ - Explore French communes and cadastral parcels based on name and surface
- [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.
- [ip2location/mcp-ip2location-io](https://github.com/ip2location/mcp-ip2location-io) 🐍 ☁️ - Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server) 🐍 ☁️ - Get weather information from https://api.open-meteo.com API.
- [ipfind/ipfind-mcp-server](https://github.com/ipfind/ipfind-mcp-server) 🐍 ☁️ - IP Address location service using the [IP Find](https://ipfind.com) API
- [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.)
- [iplocate/mcp-server-iplocate](https://github.com/iplocate/mcp-server-iplocate) 🎖️ 📇 🏠 - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
@@ -872,6 +885,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ananddtyagi/gif-creator-mcp](https://github.com/ananddtyagi/gif-creator-mcp/tree/main) 📇 🏠 - A MCP server for creating GIFs from your videos.
- [bogdan01m/zapcap-mcp-server](https://github.com/bogdan01m/zapcap-mcp-server) 🐍 ☁️ - MCP server for ZapCap API providing video caption and B-roll generation via natural language
- [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.
- [Tommertom/sonos-ts-mcp](https://github.com/Tommertom/sonos-ts-mcp) 📇 🏠 🍎 🪟 🐧 - Comprehensive Sonos audio system control through pure TypeScript implementation. Features complete device discovery, multi-room playback management, queue control, music library browsing, alarm management, real-time event subscriptions, and audio EQ settings. Includes 50+ tools for seamless smart home audio automation via UPnP/SOAP protocols.
- [sunriseapps/imagesorcery-mcp](https://github.com/sunriseapps/imagesorcery-mcp) 🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
- [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
@@ -886,6 +900,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) 📇 ☁️ - Kagi search API integration
- [adawalli/nexus](https://github.com/adawalli/nexus) 📇 ☁️ - AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
- [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.
- [urlbox/urlbox-mcp-server](https://github.com/urlbox/urlbox-mcp-server/) - 📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com) API.
- [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - 🐍 ☁️ MCP for LLM to search and read papers from arXiv
- [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
@@ -924,13 +939,15 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [Linked-API/linkedapi-mcp](https://github.com/Linked-API/linkedapi-mcp) 🎖️ 📇 ☁️ - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
- [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.
- [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
- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
- [brave/brave-search-mcp-server](https://github.com/brave/brave-search-mcp-server) 📇 ☁️ - 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
- [nkapila6/mcp-local-rag](https://github.com/nkapila6/mcp-local-rag) 🏠 🐍 - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
- [nyxn-ai/NyxDocs](https://github.com/nyxn-ai/NyxDocs) 🐍 ☁️ 🏠 - Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
- [OctagonAI/octagon-deep-research-mcp](https://github.com/OctagonAI/octagon-deep-research-mcp) 🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent
- [parallel-web/search-mcp](https://github.com/parallel-web/search-mcp) ☁️ 🔎 - Highest Accuracy Web Search for AI
- [parallel-web/task-mcp](https://github.com/parallel-web/task-mcp) ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP
- [pragmar/mcp-server-webcrawl](https://github.com/pragmar/mcp-server-webcrawl) 🐍 🏠 - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
- [QuentinCody/catalysishub-mcp-server](https://github.com/QuentinCody/catalysishub-mcp-server) 🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.
- [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)
@@ -938,6 +955,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [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.
- [sascharo/gxtract](https://github.com/sascharo/gxtract) 🐍 ☁️ 🪟 🐧 🍎 - GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
- [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.
- [searchcraft-inc/searchcraft-mcp-server](https://github.com/searchcraft-inc/searchcraft-mcp-server) 🎖️ 📇 ☁️ - Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.
- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances
- [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server) 🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
- [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.
@@ -993,7 +1011,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
- [safedep/vet](https://github.com/safedep/vet/blob/main/docs/mcp.md) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
- [sanyambassi/ciphertrust-manager-mcp-server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- [sanyambassi/thales-cdsp-cakm-mcp-server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server) 🐍 ☁️ 🏠 🐧 🪟 - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [sanyambassi/thales-cdsp-crdp-mcp-server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server) 📇 ☁️ 🏠 🐧 🪟 - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- [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.
- [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.
@@ -1209,6 +1227,7 @@ 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).
- [TheoBrigitte/mcp-time](https://github.com/TheoBrigitte/mcp-time) 🏎️ 🏠 🍎 🪟 🐧 - MCP server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities.
- [Tommertom/plugwise-mcp](https://github.com/Tommertom/plugwise-mcp) 📇 🏠 🍎 🪟 🐧 - TypeScript-based smart home automation server for Plugwise devices with automatic network discovery. Features comprehensive device control for thermostats, switches, smart plugs, energy monitoring, multi-hub management, and real-time climate/power consumption tracking via local network integration.
- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) 🐍 ☁️ - An MCP server for Oura, an app for tracking sleep
- [tqiqbal/mcp-confluence-server](https://github.com/tqiqbal/mcp-confluence-server) 🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
- [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.
@@ -1222,6 +1241,7 @@ 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.
- [imprvhub/mcp-claude-spotify](https://github.com/imprvhub/mcp-claude-spotify) 📇 ☁️ 🏠 - An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
- [nanana-app/mcp-server-nano-banana](https://github.com/nanana-app/mcp-server-nano-banana) 🐍 🏠 🍎 🪟 🐧 - AI image generation using Google Gemini's nano banana model.
## Frameworks