Discover Awesome MCP Servers

Poker Task Management MCP

Enables AI assistants to manage tasks through YAML-based storage with subtask suggestions, status updates, and Mermaid Gantt chart generation. Supports hierarchical task structures with attributes like dependencies, milestones, and parallel execution.

Semantic Search MCP

Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

You.com MCP Server

Enables AI assistants to search the web, get news, perform research, and retrieve AI-powered answers with citations using the You.com API.

graph-tool-call

Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

mcp-adr-analysis-server

Transform your codebase into professional architectural decision records with intelligent AI analysis

MCP Agent TypeScript Port

MCP Agent 框架的 TypeScript 实现，提供构建具有高级工作流管理、日志记录和执行能力的情境感知代理的工具。

Rendi MCP Server

Enables cloud-based FFmpeg video and audio processing through the Rendi API, allowing AI assistants to convert, edit, and manipulate media files without local FFmpeg installation.

Turbo.az MCP Server

Enables users to search for vehicles and retrieve detailed listing information from the Turbo.az automotive marketplace. It supports advanced filtering by make, model, price, and other specifications through natural language queries.

BlackTwist MCP

Manage Threads and Bluesky social media from AI assistants. Schedule posts, check analytics, and automate follow-up replies.

ToolHive - making MCP servers easy and secure

轻松安全地运行和管理 MCP 服务器

VS Code Debugger MCP Server

A bridge that enables AI assistants to connect to VS Code's debugger, allowing them to interact with and control debugging sessions through websocket connections.

CSV File MCP Server by CData

CSV File MCP Server by CData

FastAPI MCP Server

A high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.

1StayHotel Booking

Hotel booking MCP server — the first transaction-complete hotel booking integration for AI agents. Search 300K+ properties in 140+ countries, get live rates and room details, and generate secure checkout URLs. No payment in the AI conversation — guests complete booking at a hosted checkout page and receive a real hotel confirmation number. Set your own booking fee via Stripe Connect.

Documentation MCP Server

Enables AI assistants to navigate and query hierarchical documentation structures, supporting markdown files with YAML metadata and OpenAPI 3.x specifications. It features intelligent full-text search, metadata filtering, and a built-in web interface for both human and AI-driven documentation access.

Tapp Exchange MCP Server

Enables AI agents to interact with Tapp Exchange, a decentralized exchange on Aptos blockchain. Supports pool management, trading operations across AMM/CLMM/Stable pools, liquidity provision, and position tracking through natural language.

MCP Server

A remote Model Context Protocol server that enables AI assistants to interact with external services through standardized JSON-RPC, providing tools for basic operations and conversation archiving.

arXiv MCP Server

Enables searching, downloading, and managing academic papers from arXiv.org through natural language interactions. Provides tools for paper discovery, PDF downloads, and local paper collection management.

GitLab MCP Server

A TypeScript MCP server that provides integration with GitLab's REST API, allowing users to interact with GitLab projects, issues, merge requests, pipelines, and more through natural language.

C++ MCP Server

An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

Python Weather MCP Server

Enables AI agents to fetch real-time weather data for any location using the OpenWeatherMap API. Demonstrates how to build a simple MCP server that exposes weather information as a tool for LLMs.

CBETA MCP Server

Provides access to the Chinese Buddhist Electronic Text Association (CBETA) online library of over 100 million characters of Buddhist scripture. It enables users to search, browse catalogs, and retrieve content from major collections like the Taishō Tripiṭaka.

FHIR MCP Server

Enables seamless integration with FHIR APIs for healthcare applications, allowing users to search, retrieve, create, update, and analyze clinical information through natural language interactions. Supports SMART-on-FHIR authentication and works with various healthcare systems like EPIC and HAPI FHIR servers.

GZOO Cortex

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, and lets you query across projects in natural language with source citations. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.

Fathom AI MCP Server

Exposes the Fathom AI meeting intelligence API to Claude, allowing users to list meetings, fetch transcripts, and retrieve summaries. It also enables management of teams and members through the Model Context Protocol.

Integration App Server

这个 MCP 服务器实现允许用户通过模型上下文协议，从他们的集成应用工作区管理和暴露操作作为工具。

MCP User Management Server

A simple user management service that enables creating new users and retrieving user lists through the Model Context Protocol. Supports user creation with name, email, password, address, and phone parameters.

Mammoth MCP Server

Converts Microsoft Word DOCX files to clean, semantic HTML with support for preserving formatting, tables, lists, and optionally embedding images as base64 data URIs.

MSSQL MCP Server

Enables interaction with Microsoft SQL Server databases through a virtual filesystem interface, comprehensive stored procedure management with draft-test-deploy workflows, safe write operations with transaction control, and performance analysis capabilities.