modelcontextprotocol

There are 469 repositories under modelcontextprotocol topic.

  • microsoft/mcp-for-beginners

    This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

    Language:Jupyter Notebook13.1k122514.2k
  • fastapi_mcp

    tadata-org/fastapi_mcp

    Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

    Language:Python11k62134861
  • mcp

    awslabs/mcp

    AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

    Language:Python7.2k704211.1k

  • mrexodia/ida-pro-mcp

    AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

    Language:Python4.2k25102419

  • metorial/metorial

    Connect any AI model to 600+ integrations; powered by MCP 📡 🚀

    Language:TypeScript3.1k341

  • liaokongVFX/MCP-Chinese-Getting-Started-Guide

    Model Context Protocol(MCP) 编程极速入门

    3.1k58183

  • supermemoryai/apple-mcp

    Collection of apple-native tools for the model context protocol.

    Language:TypeScript2.8k2044227

  • opensolon/solon

    🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring)

    Language:Java2.6k36189245

  • Jpisnice/shadcn-ui-mcp-server

    A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,and vue

    Language:TypeScript2.4k2018269

  • mattzcarey/shippie

    extendable code review and QA agent 🚢

    Language:TypeScript2.3k26165235

  • brightdata/brightdata-mcp

    A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

    Language:JavaScript1.6k826204

  • MCPJam/inspector

    Visual inspector for MCP server - Postman for MCP

    Language:TypeScript1.3k9211141

  • f/mcptools

    A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

    Language:Go1.3k142993

  • invariantlabs-ai/mcp-scan

    Constrain, log and scan your MCP connections for security vulnerabilities.

    Language:Python1.3k1236121

  • Operative-Sh/web-eval-agent

    An MCP server that autonomously evaluates web applications.

    Language:Python1.2k811100

  • basementstudio/xmcp

    The TypeScript MCP framework

    Language:TypeScript1.1k52

  • chongdashu/unreal-mcp

    Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

    Language:C++1k136142

  • QuantGeekDev/mcp-framework

    A framework for writing MCP (Model Context Protocol) servers in Typescript

    Language:TypeScript8711642103

  • robotmcp/ros-mcp-server

    Connect AI models like Claude & GPT with robots using MCP and ROS.

    Language:Python8101847133

  • containers/kubernetes-mcp-server

    Model Context Protocol (MCP) server for Kubernetes and OpenShift

    Language:Go771977169

  • BigSweetPotatoStudio/HyperChat

    HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

    Language:TypeScript694107475

  • TBXark/mcp-proxy

    An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

    Language:Go57453172

  • bgauryy/octocode-mcp

    MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

    Language:TypeScript57031044

  • truffle-ai/dexto

    The Intelligence Layer for AI agents. Connect your models, tools, and data to create agentic apps that can think, act and talk to you.

    Language:TypeScript507710952

  • spences10/mcp-sequentialthinking-tools

    🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

    Language:TypeScript5003771

  • rekog-labs/MCP-Nest

    A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

    Language:TypeScript49696081
  • web-agent-protocol

    OTA-Tech-AI/web-agent-protocol

    🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

    Language:Python48061386

  • obot-platform/obot

    Open-source MCP Gateway and AI Platform

    Language:Go44472.8k87

  • VikashLoomba/copilot-mcp

    A powerful VSCode extension that lets you find and install MCP servers to use with GitHub Copilot, Claude Code, and Codex CLI.

    Language:TypeScript44343048

  • grll/mcpadapt

    Unlock 650+ MCP servers tools in your favorite agentic framework.

    Language:Python40853647

  • yuniko-software/minecraft-mcp-server

    A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction

    Language:TypeScript3803632

  • gannonh/memento-mcp

    Memento MCP: A Knowledge Graph Memory System for LLMs

    Language:TypeScript35033

  • blurrah/mcp-graphql

    Model Context Protocol server for GraphQL

    Language:TypeScript31831554

  • mattt/emcee

    MCP generator for OpenAPIs 🫳🎤💥

    Language:Go3092821

  • docfork/docfork-mcp

    Up-to-date documentation for devs and AI agents.

    Language:TypeScript3018

  • smithery-ai/sdk

    Smithery helps AI agents access external services via a unified gateway.

    Language:TypeScript290314641