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MCPCorpus is a comprehensive dataset for analyzing the Model Context Protocol (MCP) ecosystem, containing ~14K MCP servers and 300 MCP clients with 20+ normalized metadata attributes.

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A Model Context Protocol (MCP) server for Neovim that provides enhanced integration between language models and Neovim. This server enables AI language models to interact with Neovim, execute commands, read buffer contents, access Vim's help system, and more.

A curated list of my GitHub stars! Generated by starred.

A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more.

A high-performance Model Context Protocol (MCP) server that seamlessly integrates Notion into your AI workflows. This server enables AI agents to interact with Notion pages and databases through a standardized protocol. This server supports and requires MCP Sampling, which is required to the MCP to create and update Notion pages.

This is a modular implementation of the Outlook MCP (Model Context Protocol) server that connects Claude with Microsoft Outlook through the Microsoft Graph API.

A Model Context Protocol integration for Zonos TTS, allowing Claude to generate speech directly.

A Model Context Protocol server that provides tools for searching and accessing programming resources across multiple platforms. This server integrates with popular developer platforms to help LLMs find relevant code examples, documentation, and packages.

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning (R1) mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API. Set your LLM Agent up for success with expert second opinions and actionable insights.

MCP mode is replaced by XDS-OVER-MCP after istio 1.9

This project demonstrates a simple client-server implementation using the Model Context Protocol (MCP), which is a standardized way to connect large language models with tools and data.

While LLM apps can access web search tools with MCP, GPT Researcher MCP delivers deep research results. Standard search tools return raw results requiring manual filtering, often containing irrelevant sources and wasting context window space.

A powerful Model-Controller-Protocol server for interacting with Plex Media Server, providing a standardized JSON-based interface for automation, scripting, and integration with other tools.

This repository contains MCP (Model Context Protocol) servers . Each folder represents a different MCP server implementation.

Model Context Protocol (MCP) server in Swift. It allows controlling macOS applications by leveraging the accessibility APIs, primarily through the MacosUseSDK.

A Model Context Protocol (MCP) server that combines DeepSeek R1's reasoning capabilities with Claude 3.5 Sonnet's response generation through OpenRouter. This implementation uses a two-stage process where DeepSeek provides structured reasoning which is then incorporated into Claude's response generation.

A Model Context Protocol (MCP) server that enables Claude Desktop to search your content using Azure AI services. Choose between Azure AI Agent Service (with both document search and web search) or direct Azure AI Search integration.

Deebo is an agentic debugging copilot for your AI coding agent that speeds up time-to-resolution by 10x. If your main coding agent is like a single-threaded process, Deebo introduces multi-threadedness to your development workflow.

An MCP (Model Context Protocol) server for Ollama that enables seamless integration between Ollama's local LLM models and MCP-compatible applications like Claude Desktop.

A custom MCP server that performs code reviews using Repomix and LLMs.

A powerful Laravel package to build a Model Context Protocol Server seamlessly

Knowledge Graph Memory Server

Este repositorio contiene configuraciones y scripts para varios servidores MCP (Model Context Protocol) que permiten integrar herramientas externas con modelos de lenguaje como Claude en Cursor.

Model Context Protocol Server for Dify AI. This server enables LLMs to interact with Dify AI's chat completion capabilities through a standardized protocol.

世界上最好的MCP Servers的列表
精选的高质量MCP（Model Context Protocol）服务器列表，系统评分 >= 85。 这些服务器可以被大语言模型直接调用，提供各种强大的功能扩展。

🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

ghidraMCP is an Model Context Protocol server for allowing LLMs to autonomously reverse engineer applications. It exposes numerous tools from core Ghidra functionality to MCP clients.

This project provides an MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

An MCP server that provides text-to-speech functionality using macOS's built-in say command.

This project provides an MCP (Model Context Protocol) server for managing n8n workflows. It allows you to create, update, delete, activate, and deactivate workflows through a set of tools available in Claude AI and Cursor IDE.

The Model Context Protocol (MCP) is a new, standardized way to provide context and tools to your LLMs, and pronskiy/mcp makes building MCP servers simple and intuitive.

Official implementation of Anthropic's "think" tool as an MCP server - Dramatically improve Claude's reasoning capabilities with structured thinking.

The Model Context Protocol (MCP) introduced by Anthropic is cool. However, most MCP servers are built on Stdio transport, which, while excellent for accessing local resources, limits their use in cloud-based applications.

Welcome to your AI-powered development toolkit, designed as a Model Context Protocol (MCP) server for Cursor! This project provides intelligent coding assistance through custom AI tools. Note that this is mostly a tutorial demo, and not a production-ready tool.

MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more.

This is a connector to allow Claude Desktop (or any MCP client) to interact with your Slack workspace to post messages and query a list of all users.

A production-grade, open-source MCP server for integrating Wazuh security data with LLMs (such as the Claude Desktop App). This service authenticates with the Wazuh RESTful API, retrieves alerts from Elasticsearch indices, transforms events into an MCP-compliant JSON format, and exposes an HTTP endpoint for Claude Desktop to fetch real-time security context.

A TypeScript-based server project.

A curated list of awesome Model Context Protocol (MCP) servers.

我们将为大家开发一个基于 MCP 的智能商城服务助手，使用 SSE 类型的 MCP 服务，具备以下核心功能：实时访问产品信息和库存水平，支持定制订单。根据客户偏好和可用库存推荐产品。使用 MCP 工具服务器与微服务进行实时交互。在回答产品询问时检查实时库存水平。使用产品 ID 和数量促进产品购买。实时更新库存水平。通过自然语言查询提供订单交易的临时分析。

An MCP (Model Context Protocol) server that provides LLMs with efficient access to package documentation across multiple programming languages and language server protocol (LSP) capabilities.

A Model Context Protocol server for Zendesk.

A Model Context Protocol (MCP) integration for Vercel's REST API, providing programmatic access to Vercel deployment management.