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The Model Context Protocol (MCP) is an open standard for AI model communication.
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Communication servers

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  • xiaozhi-esp32

    18584

    An MCP-based chatbot | 一个基于MCP的聊天机器人

    C++
  • higress

    6400

    Higress is a cloud-native AI gateway based on Istio and Envoy, offering extensibility with Wasm plugins and a user-friendly console. It provides high availability and load balancing capabilities for various services.

    Go
  • ENScan_GO

    3908

    No description provided

    Go
  • mcpo

    3301

    **Concise Description:** MCP-to-OpenAPI proxy. Securely exposes Model Context Protocol data via OpenAPI.

    Python
  • telegram-search

    2828

    🔍 一个功能强大的 Telegram 聊天记录搜索工具,支持向量搜索和语义匹配。A powerful Telegram chat search tool with vector search and semantic matching capabilities.

    TypeScript
  • supergateway

    2056

    Supergateway enables running MCP stdio-based servers over SSE or WebSockets, facilitating remote access and debugging with a single command. It supports various configuration options for seamless integration and control.

    TypeScript
  • mcp-server-chatsum

    1019

    The mcp-server-chatsum repository provides an MCP server to summarize chat messages stored in a database, allowing users to query and summarize their conversations using tools and prompts. It's designed for

    TypeScript
  • elevenlabs-mcp

    979

    ElevenLabs MCP server. Manages model context for optimized AI speech generation. #ElevenLabs #AI #TTS #MCP

    Python
  • MiniMax-MCP

    943

    MiniMax MCP server: Enables TTS, image & video generation API access. Facilitates model interaction.

    Python
  • Gmail-MCP-Server

    694

    This repository provides an MCP server for Gmail integration with Claude Desktop, enabling AI assistants to manage Gmail through natural language. It supports email sending, reading, searching, and label management

    JavaScript
  • spotify-mcp

    477

    This repository hosts an MCP server that connects Claude to Spotify, enabling features like playback control, search, information retrieval, and queue management using the Spotipy API. This repository hosts an

    Python
  • gateway

    471

    CentralMind Gateway simplifies exposing databases to AI agents via MCP or OpenAPI. It generates AI-optimized APIs, filters sensitive data for compliance, and provides fast, secure data access for LLM-powered applications.

    Go
  • mcpi

    374

    Minecraft: Pi Edition API Python Library

    Python
  • telegram-mcp

    324

    This repository provides a Telegram MCP server, enabling interaction with Telegram chats through MCP-compatible hosts like Claude for Desktop, using tools for retrieving chats, messages, and sending messages.

    Python
  • mcp-sse

    298

    This repository demonstrates an SSE-based Model Context Protocol (MCP) server and client pattern, enabling decoupled processes for cloud-native agent interactions with tools like weather forecasting. It uses tools from the

    Python
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