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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • mcp-server-cloudflare

    2991

    This repository provides an MCP server for Cloudflare's API, enabling natural language interaction with Cloudflare services like Workers, KV, and D1 through tools like Claude Desktop. It allows users to

    TypeScript
  • MCP-Chinese-Getting-Started-Guide

    2954

    This repository provides a quick start guide for Model Context Protocol (MCP) programming, focusing on building MCP servers with tools for large language models. It uses Python and the `uv` package manager.

  • telegram-search

    2918

    🔍 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
  • mcp-server-chart

    2916

    MCP server chart: Generates visual charts (25+) using @antvis. Model context visualization.

    TypeScript
  • mcp

    2905

    **Concise Descriptions:** * **Browser MCP: AI-driven browser control server. Model Context Provider.** (60 chars) * **MCP server for AI browser automation. Provides model context.** (55 chars) * **AI

    TypeScript
  • mcp-containers

    2875

    **Option 1 (Focus on containers):** Containerized MCP servers. Deploy & scale MCP easily. **Option 2 (Focus on scalability):** Scalable MCP: Containerized servers for easy deployment & management.

    TypeScript
  • exa-mcp-server

    2818

    The Exa MCP server enables AI assistants like Claude to perform web searches using the Exa AI Search API, providing structured results and real-time web crawling in a safe, controlled environment.

    JavaScript
  • awesome-mcp-servers

    2806

    This repository provides a curated list of Model Context Protocol (MCP) servers, offering reference implementations for various services like file systems, Git repositories, databases, Slack, Sentry, and more.

  • mcp-server-browserbase

    2682

    This repository provides a server implementing the Model Context Protocol (MCP) with cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand, enabling LLMs to interact with web pages and external data.

    TypeScript
  • XcodeBuildMCP

    2654

    This repository provides an MCP server, XcodeBuild MCP, that offers Xcode tools for AI assistants, enabling programmatic interaction with Xcode projects through a standardized interface for agent-driven development workflows.

    TypeScript
  • fastmcp

    2595

    FastMCP is a TypeScript framework for building MCP servers that handle client sessions, offering features like authentication, logging, SSE, error handling, and prompt argument auto-completion. It also includes a CLI

    TypeScript
  • mcp-context-forge

    2593

    MCP Gateway & Registry: Manages LLM tool/prompt access via MCP. Converts APIs, composes servers, & bridges protocols (REST, stdio, SSE).

    Python
  • Olares

    2516

    Olares is an open-source sovereign cloud OS that empowers users to own their data and build local AI assistants. It enables self-hosting workspaces, syncing data across devices, and streaming personal media.

    Shell
  • java-sdk

    2510

    The MCP Java SDK provides tools for Java applications to interact with AI models using the Model Context Protocol, offering standardized communication and Spring Boot integration for client and server applications.

    Java
  • excel-mcp-server

    2469

    This repository provides an Excel MCP server enabling workbook creation, data manipulation, and advanced Excel features like charts and pivot tables without requiring Microsoft Excel installation. It uses OpenPyXL and MCP SDK.

    Python
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