Discover Awesome MCP Servers

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

mcp-windows-app-launcher

Enables AI assistants to find and launch Windows applications by name using multi-strategy discovery via registry, Start Menu, PATH, and common directories.

claude-init

Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continue/Kilo Code/Trae rules, GEMINI.md, Copilot, Aider, Junie, Warp) for any repository. Runs as CLI or MCP server, 100% local.

Congress.gov MCP Server

A proxy server that standardizes access to the Congress.gov API by automatically injecting API keys and exposing all endpoints through a unified interface with FastAPI documentation.

text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

Todo MCP Server

A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks and provides an interactive HTML widget interface. It demonstrates how to build MCP servers with React-based UIs and includes development OAuth for ChatGPT connector setup.

Naver Search MCP Server

Một máy chủ MCP cho phép tìm kiếm nhiều loại nội dung khác nhau (tin tức, blog, mua sắm, hình ảnh, v.v.) thông qua API tìm kiếm của Naver.

Next MCP Server

An MCP server that enables LLMs to interact with NEXT structured data, providing tools for retrieving highlights and clusters.

Hello MCP Server

Một ví dụ "Hello World" trong MCP (Minecraft Coder Pack):

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

n8n MCP Server

Enables AI models to manage n8n workflow automation through a standardized interface. Supports creating, reading, updating, and deleting workflows with comprehensive access to workflow nodes, connections, and configurations.

libvirt-mcp-server

Enables AI models to securely query and manage virtual machines and virtualized resources via the libvirt API through the Model Context Protocol.

QC Database MCP Server

Enables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.

Aoexl Sign

Enables users to create, manage, and track electronic signing requests and templates through Claude Desktop and other MCP-compatible clients. Provides multi-tenant authentication with customer API keys for secure document workflow operations.

kalendia-mcp

An MCP server for Kalendia that enables AI assistants to manage calendar connections, sync rules, scheduling pages, and agenda directly from chat.

wingolf-ai-mcp

MCP server integrating Google Search Console, Google Analytics 4, and GitHub, enabling AI clients to query search analytics, traffic data, and repository information.

Loyal Spark Loyalty Protocol

MCP server for managing on-chain loyalty programs on Base L2. Mint tokens, manage rewards, track balances, tiers and marketplace offers via standard MCP protocol.

Video Metadata MCP Server

Manages sports video metadata with CRUD operations for game information, teams, scores, and statistics. Enables advanced search filtering by game type, teams, league, season, and date ranges through PostgreSQL integration.

supertonic3-mcp

Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3, with support for multiple voices, expressions, and languages. No API key or cloud required.

snowflake-mcp

Enables AI agents to execute SQL queries and explore Snowflake databases using natural language, with schema discovery, table inspection, and readonly mode.

FreeCAD MCP Server

Enables AI assistants to perform 3D modeling and CAD operations in FreeCAD, including geometry creation, boolean operations, and document management.

MCP Discord

The most complete open-source MCP server for Discord — 80+ tools, dual-mode: integrated (plugin) or standalone

Sidvy MCP Server

Provides AI tools with full access to the Sidvy note-taking API, enabling management of notes, todos, groups, and workspaces with search, filtering, and real-time synchronization capabilities.

Feishu/Lark OpenAPI MCP

Enables AI assistants to interact with Feishu/Lark platform through comprehensive OpenAPI integration, supporting message management, document operations, calendar scheduling, group chats, Bitable operations, and more automation scenarios with dual authentication support.

Kafka MCP Server

An MCP server that enables interaction with Kafka clusters to manage topics, monitor consumer groups, and stream messages. It provides a comprehensive suite of tools for broker metadata inspection and local Kafka user management.

OpenSearch MCP Server

Enables AI assistants to interact with OpenSearch clusters for searching indices, retrieving mappings, and managing shards through the MCP protocol.

@isteamhq/mcp

MCP server for is.team, enabling AI agents to interact with project boards, tasks, cards, sprints, integrations, and real-time notifications.

MCP Ollama Consult Server

Enables consulting with local Ollama models for reasoning from alternative viewpoints. Supports sending prompts to Ollama models and listing available models on your local Ollama instance.