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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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  • discord-mcp

    308

    This repository provides a Model Context Protocol (MCP) server for the Discord API, enabling integration of Discord bots with MCP-compatible applications like Claude Desktop. It allows users to retrieve server

    Java
  • mcprouter

    307

    The mcprouter repository provides a proxy and API server for MCP (Managed Configuration Protocol) servers, enabling interaction with MCP clients like Cursor by routing requests and managing configurations through a defined API.

    Go
  • mcp-sse

    302

    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
  • mac_messages_mcp

    284

    This repository provides a Python bridge, "Mac Messages MCP," for interacting with the macOS Messages app using MCP, enabling users to read, filter, and send messages through an API, requiring

    Python
  • chat-mcp

    243

    This repository provides a cross-platform desktop application for interacting with LLMs using the MCP protocol. It offers a clean, minimalistic codebase for understanding MCP principles and testing multiple servers and LLMs.

    HTML
  • mcp-twikit

    233

    MCP-Twikit is a Model Context Protocol server that enables interaction with Twitter, allowing users to search and analyze tweets, compare sentiments across different accounts, and integrate with tools like Smithery.

    Python
  • gibber-mcp

    211

    This repository hosts a Model Context Protocol (MCP) server, offering cryptographic tools like key pair generation, shared secret derivation, and message encryption/decryption using the Stanford Javascript Crypto Library.

    JavaScript
  • discordmcp

    199

    This repository provides a Model Context Protocol (MCP) server that allows LLMs like Claude to interact with Discord channels by sending and reading messages through Discord's API, enabling direct interaction

    TypeScript
  • mcp-gateway

    133

    This repository provides a flexible gateway server that bridges MCP STDIO servers to HTTP, enabling multi-instance MCP servers to be exposed via REST API with OpenAPI schema generation.

    TypeScript
  • mcp-server-and-gw

    89

    This repository provides a bridge, server, and client for connecting Claude Desktop to remote servers via HTTP SSE, enabling independent server development and faster iteration cycles. This repository provides a

    TypeScript
  • NASA-MCP-server

    87

    The NASA MCP Server provides a standardized interface for AI models to access over 20 NASA data sources, offering optimized data formats, parameter validation, and rate limit management for efficient AI consumption.

    TypeScript
  • mcp-kafka

    77

    mcp-kafka bridges AI assistants and Kafka, enabling interaction with Kafka clusters through the Model Context Protocol. It allows AI to manage topics, produce messages, and consume data directly from Kafka.

    Go
  • x-mcp

    61

    This repository provides an MCP server that enables users to create, manage, and publish posts directly to X/Twitter through Claude chat. It offers both automated and manual installation options for seamless integration.

    Python
  • mailgun-mcp-server

    55

    This repository provides a Model Context Protocol (MCP) server for Mailgun, enabling AI clients like Claude Desktop to interact with Mailgun for tasks such as sending emails and fetching statistics.

    JavaScript
  • mcp-headless-gmail

    54

    This repository provides a Docker-ready MCP server for headless Gmail access, enabling remote email retrieval and sending without local credentials or browser setup, using decoupled architecture and automatic token refresh.

    Python
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