mcp-golang is an unofficial Go implementation of the Model Context Protocol library, supporting the rapid construction of MCP servers and clients, and providing features such as type safety, low code volume, modularity, and two-way communication.

This is a continuously updated curated list of MCP servers, covering multiple categories such as browser control, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, data science tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, and utilities. Each project comes with a GitHub link and the number of stars, making it easy for users to quickly understand and use.

AbletonMCP is an integration tool that connects Ableton Live and Claude AI. It enables two - way communication via the Model Context Protocol (MCP), allowing AI to directly control and operate Ableton Live for music creation and production.

mcp-proxy is a tool for implementing server transmission protocol conversion, supporting proxy conversion between SSE and stdio modes, facilitating communication adaptation between different clients and servers.

FastMCP is a TypeScript-based framework for building MCP servers that support client sessions. It provides simple definitions for tools, resources, and prompts, supports functions such as authentication, session management, returning image and audio content, logging, error handling, SSE communication, etc., and includes CLI tools for testing and debugging.

An MCP server based on Express.js, providing encryption tools including key pair generation, shared key derivation, and message encryption/decryption functions, and supporting SSE real-time communication.

An implementation of the Model Context Protocol (MCP) in Java and the Spring framework, providing a standardized interface for interacting with AI models and supporting synchronous/asynchronous communication modes.

Remote-MCP is a type-safe, bidirectional, and simple remote MCP communication solution that supports remote access and centralized management of model contexts.

The MCP Gateway service is a protocol translator that solves the problem of Claude Desktop only supporting the stdio protocol while most MCP services use the HTTP/SSE protocol, enabling communication bridging between the two.

Sketch Context MCP is a model context protocol server used to integrate Sketch design files with IDEs such as Cursor, enabling an AI - driven workflow from design to code, and supporting real - time two - way communication and design element operations.

Agent Mux is a tmux - based agent pool management system that provides project management and multi - agent interaction functions through the MCP protocol, supporting the creation, switching, and closing of projects, as well as the generation, control, and communication of agents.

JupyterMCP is a tool that integrates Jupyter Notebook with Claude AI via the Model Context Protocol (MCP). It supports functions such as bidirectional communication, cell operations, and code execution, and is only compatible with Jupyter Notebook version 6.x.

SketchupMCP connects Sketchup with Claude AI through the Model Context Protocol (MCP) to achieve bidirectional communication and 3D modeling control.

A simple Ebay server that uses the official MCP Python SDK to handle protocol communication and provides tools for querying Ebay auctions.

MCP Access Point is a lightweight protocol conversion gateway tool used to establish a communication bridge between traditional HTTP services and MCP clients, supporting protocol conversion without modifying server interfaces.

The MCP Server Logger is a tool used to solve the problem of console.log interfering with protocol communication in MCP server development. It keeps the communication pure by redirecting logs to a separate terminal.

Figma MCP Bridge is a real-time two-way communication MCP server that bridges the Figma plugin through WebSocket, enabling Claude to read and operate on Figma documents. It supports 62 types of Figma operations, including creating shapes, modifying styles, managing components, and exporting resources.

Laravel Vibes is a powerful Laravel package for implementing the Machine Control Protocol (MCP) server, supporting seamless integration of AI agents. It provides features such as a tool registration system, real-time communication (SSE), and API endpoints, and supports automatic discovery and type safety.

An MCP server based on Spring Boot, providing full integration with the 1C: Copilot AI API and supporting the MCP protocol and SSE real - time communication.

A TypeScript-based MCP server template that provides sample operations and an addition tool for communication between AI models and external tools.

An MCP protocol service that establishes a two - way chat bridge between the Factorio game and Claude Code, enabling real - time communication through RCON and allowing players to interact with the AI assistant in the game.

MCP Servers is a dotnet tool collection containing multiple MCP (Model Context Protocol) servers, providing two communication methods: standard input/output (Stdio) and server-sent events (SSE), supporting integration with services such as Azure DevOps, and including client tools and a general framework.

An implementation of Routine's MCP protocol server, supporting integration with clients such as Claude Desktop and performing JSON communication through standard input and output.

BinjaLattice is a secure communication protocol designed for Binary Ninja, supporting interaction with external MCP servers and tools, and providing functions for obtaining and modifying binary analysis data.

Claude IPC MCP is an inter-process communication protocol designed for CLI AI assistants, supporting natural language communication between AIs, with functions such as message persistence, security authentication, and automatic checking, to achieve cross-platform AI collaboration.

A reference implementation of the MCP protocol based on WebSocket, demonstrating a mathematical calculation demo using Cloudflare Workers and Durable Objects for real-time two-way communication.

MUXI.ai is an open-source framework for multi-AI-agent systems, offering persistent memory, standardized communication protocols, and thought chain tracking. It supports multiple interface integrations and aims to provide a modular and scalable platform for developers to build advanced AI applications.

ChatSpatial is a natural - language - based MCP server for spatial transcriptomics analysis. It supports more than 60 methods, covering 15 categories such as spatial domain identification, cell communication, and trajectory analysis. It can be used with multiple MCP - compatible AI clients.

This project is a list of MCP servers, covering multiple fields such as browser automation, tool integration, system automation, AI services, search, commands, workflow automation, social media, communication, customer data platforms, databases, knowledge storage, development tools, file systems, cloud storage, finance, location services, monitoring, research data, security, travel, data visualization, notes, marketing, identity, etc.

LMStudio-MCP is a model control protocol server used to establish a communication bridge between Claude and the locally running LM Studio LLM models, enabling functions such as model health check, list retrieval, and text generation.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers, covering multiple categories such as file systems, databases, web search, version control, communication, and developer tools, aiming to expand the capabilities of AI models.

A server implementation based on the Model Context Protocol (MCP), supporting real-time communication through Server-Sent Events (SSE).

A Python-based ADB MCP server that allows direct communication with Android devices via the Android Debug Bridge, providing functions such as device management, command execution, application installation, and log capture.

RegenNexus UAP is a universal adapter protocol for connecting devices, robots, applications, and AI agents, providing low-latency, high-security communication, and supporting multiple hardware and MCP integrations.

mcp-gateway-go is a lightweight gateway based on Go that can convert MCP servers with standard input/output to SSE endpoints for real-time HTTP communication with clients (such as browsers or AI agents).

A Model Context Protocol server for Common Lisp, providing JSON-RPC 2.0 communication, REPL evaluation tools, and TCP/stdio transport support

This project is a quick - start template for a remote MCP server based on Azure Functions and Python. It supports communication via HTTPS and secure keys and integrates the Booking COM travel API to implement attraction query and review functions.

An experimental and educational Ping-Pong server that demonstrates remote MCP calls through FastAPI, supporting both API and SSE communication methods.

A project that enables two-way communication between Claude and Discord channels through the MCP server

A Rust - implemented Model Context Protocol SDK supporting multiple transport layers and asynchronous communication