MCP Projects Showcase

Awesome MCP Servers - A curated list of Model Context Protocol servers

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.

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

A Model Context Protocol server for converting almost anything to Markdown

🔥 Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.

A Model Context Protocol server implementation for operations on AWS resources

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).

A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

Build effective agents using Model Context Protocol and simple workflow patterns

ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).

A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol.

A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface, providing rich document editing capabilities.

🪐 ✨ Model Context Protocol (MCP) Server for Jupyter.

A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces.

Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

A Model Context Protocol (MCP) server for stock traders

The power of Claude Code + [Gemini / OpenAI / Grok / OpenRouter / Ollama / Custom Model / All Of The Above] working as one.

A collection of MCP servers.

A Model Context Protocol server for IDA

A Model Context Protocol (MCP) server that reads and writes MS Excel data

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

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

A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (GitHub Copilot, Cursor, etc.) to interact directly with Figma

A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.

A community driven registry service for Model Context Protocol (MCP) servers.

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

A collection of MCP clients.

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

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Model Context Protocol with Neo4j

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

A MCP (Model Context Protocol) server for interacting with dbt.

Model Context Protocol (MCP) Server for Apify's Actors

BioMCP: Biomedical Model Context Protocol

An implementation of Model Context Protocol (MCP) server for Argo CD.

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

Draw.io Model Context Protocol (MCP) Server

Model Context Protocol Servers for Milvus

A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities

Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI

**Notion MCP Server** is a Model Context Protocol (MCP) server implementation that enables AI assistants to interact with Notion's API. This production-ready server provides a complete set of tools.

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

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

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

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

MultiAgentPPT 是一个集成了 A2A（Agent2Agent）+ MCP（Model Context Protocol）+ ADK（Agent Development Kit） 架构的智能化演示文稿生成系统，支持通过多智能体协作和流式并发机制

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

GitHub's official MCP Server

mcp-use is the easiest way to interact with mcp servers with custom agents

Official Notion MCP Server

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🤖 A visualization mcp contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

Allow LLMs to control a browser with Browserbase and Stagehand

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MCP server that provides tools and resources for interacting with n8n API

Query and Summarize your chat messages.

A simple CLI to run LLM prompt and implement MCP client.

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include multi-server, dynamic model switching, streaming responses, tool management, human-in-the-loop, thinking mode, full model parameters configuration, custom system prompt and saved preferences. Built for developers working with local LLMs.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB.

Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications

Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

A middleware to provide an openAI compatible endpoint that can call MCP tools

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

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

Klavis AI (YC X25): Open Source MCP integration for AI applications

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

A minimalistic MCP client with a good feature set.

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-mcp-adapters ** Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.

Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library

mcp manager, add and syncs Model Context Protocol (MCP) server configurations across clients like Claude, Cursor, and VS Code/Cline/windsurf/neovim mcphub

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Model Context Protocol Servers

The official Python SDK for Model Context Protocol servers and clients

The official TypeScript SDK for Model Context Protocol servers and clients

Specification and documentation for the Model Context Protocol

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

A CLI tool for building Go applications.

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

The official Rust SDK for the Model Context Protocol

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

The Simple Agent Development Kit.

A Ruby Implementation of the Model Context Protocol

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

Remote MCP Servers

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.

A flexible HTTP fetching Model Context Protocol server.

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & Agno integration)

The most reliable AI agent framework that supports MCP.

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

Witsy: desktop AI assistant / universal MCP client

AI as Workspace - An elegant AI chat client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

Read your Apple Notes with Claude Model Context Protocol

🚀 The fast, Pythonic way to build MCP servers and clients

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

MCP server for JADX-AI Plugin

Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors

CTTF: MCP integration between Cursor AI and Figma, allowing Cursor to communicate with Figma like agentic ai for reading designs and modifying them programmatically.

MCP Server for IDA Pro.

A simple, secure MCP-to-OpenAPI proxy server

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

A bridge between Streamable HTTP and stdio MCP transports

A unified hub for centralized management and dynamic organization of multiple MCP servers into streamable HTTP (SSE) endpoints, with support for flexible routing strategies

MCP Server for kubernetes management commands

MCP server for Docker

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Desktop Extensions: One-click local MCP server installation in desktop apps

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

Native macOS client for Model Context Protocol (MCP)

This is a server based on the Model Context Protocol (MCP), designed to provide pre-set prompt templates based on user task requirements. It aims to help tools like Cline, Cursor, and Windsurf execute various tasks more efficiently. The server returns these pre-set prompts as 'tools' for better use within editors such as Cursor and Windsurf.

A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

Go server implementing Model Context Protocol (MCP) for filesystem operations.

MCP web research server (give Claude real-time info from the web)

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

A Multi-modal MCP client for voice powered agentic workflows

MCP for calling Siri Shorcuts from LLMs

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

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

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

Model Context Protocol(MCP) 编程极速入门

A curated list of Model Context Protocol (MCP) servers

Exa is a Web Search API | This is Exa MCP (Model Context Protocol)

A Model Context Protocol server for Excel file manipulation

A Model Context Protocol server for searching and analyzing arXiv papers

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

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

Damn Vulnerable MCP Server

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

Make your own story. User-friendly software for LLM roleplaying

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

The official Swift SDK for Model Context Protocol servers and clients.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for OpenAI, Gemini, Claude, Deepseek and Grok interoperability

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

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

An official Qdrant Model Context Protocol (MCP) server implementation

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

Model Context Protocol for WinDBG

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.

LangGraph-powered ReAct agent with Model Context Protocol (MCP) integration. A Streamlit web interface for dynamically configuring, deploying, and interacting with AI agents capable of accessing various data sources and APIs through MCP tools.

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Core PHP implementation for the Model Context Protocol (MCP) server

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

A comprehensive collection of Model Context Protocol (MCP) servers

🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol

Model Context Protocol (MCP) Server for Graphlit Platform

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️

A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

Giving Claude ability to run code with E2B via MCP (Model Context Protocol)

Turn any openapi file into an mcp server, with just the tools you need.

Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Model Context Protocol server for DeepSeek's advanced language models

A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Base network and Coinbase API.

A Model Context Protocol Server for MongoDB

BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.

simple web ui to manage mcp (model context protocol) servers in the claude app

Model Context Protocol server for GraphQL

Model Context Protocol (MCP) Server for dify workflows

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展

Mapbox Model Context Protocol (MCP) server

Model Context Protocol server for secure command-line interactions on Windows systems

FreeCAD MCP(Model Context Protocol) server

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

Creates a simple MCP tool server with "streaming" HTTP.

A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.

A Model Context Protocol (MCP) server for interacting with Twitter.

Model Context Protocol server to run commands

Absurdly easy Model Context Protocol Servers in Typescript

Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for reading, writing, searching, and managing notes, tags, and frontmatter, acting as a bridge to the Obsidian Local REST API plugin.

Model Context Protocol server implementation for Reddit

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API.

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.

MCP Server for Tree-sitter

An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.

Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG

Model Context Protocol server implementation for Figma API

A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools.

MCP server for understanding AWS spend

A Model Context Protocol server that provides access to BigQuery

A Model Context Protocol server for calculating.

StarRocks MCP (Model Context Protocol) Server

Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).

Model Context Protocol (MCP) server for the Zotero API, in Python

A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.