Discover Awesome MCP Servers

Semantic Search MCP Server

Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.

aptos-dex-mcp

MCP server for Dex on Aptos

Python MySQL MCP

A FastMCP-based server that enables interaction with MySQL databases, supporting client-server communication for querying and analyzing MySQL data.

gomcp-worker

Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提取。

Openlaw MCP

OpenLawMCP is an open-source legal AI research tool built to make AI-assisted legal research more reliable. A major problem with using AI for legal research is that it can give confident answers without showing whether the answer is grounded in real legal sources. For legal work, that creates a credibility problem. Users need answers that can be checked against actual legal material.

beeper-mcp

Một dịch vụ backend để thực hiện các giao dịch beeper trên Binance Smart Chain

Portable MCP Toolkit

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

Template MCP Server

A production-ready template for building Model Context Protocol servers in Python, featuring example tools, structured logging, and multiple transport protocols.

ASG Card

Virtual MasterCards for AI agents. Issue and manage cards via MCP.

D365 F&O MCP Server

Enables AI-assisted X++ development for Dynamics 365 Finance and Operations by pre-indexing the entire codebase and providing 54 specialized tools for metadata lookup, code generation, and best practice validation.

mcp-icd10

Offline MCP server for ICD medical code lookup, search, and crosswalk translation with 124K codes and 102K mappings, all local with zero network calls.

gtwmcp

Aggregates multiple MCP servers behind a single stdio interface, supporting stdio-based and HTTP SSE-based upstreams with OAuth.

Bounteous MCP Server

Kho lưu trữ máy chủ MCP để quản lý các hoạt động GitHub

Slabby

An MCP server that enables AI agents to read, search, update, and list documentation within a Slab knowledge base. It facilitates keeping technical docs and team wikis in sync with development workflows through direct Slab integration.

google-mcp

Enables interaction with Google Chat through MCP, allowing listing spaces and messages, searching messages, and sending messages. Supports local and remote transports.

flatten-mcp

Flatten Claude Code sessions: keep every prompt and event verbatim, resume at a lower token count. An MCP server.

MCP Calculator Server

A minimal Model Context Protocol server that provides basic arithmetic tools and a comprehensive meeting analysis prompt template for processing transcripts. It serves as a clean example for developers to learn how to build, test, and integrate MCP servers with Claude Desktop.

Open MCP Knowledgebase

A zero-database MCP knowledgebase template for Vercel that exposes static Markdown content to AI agents through clean MCP surfaces.

Worksona MCP Server

Integrates 100+ specialized AI agents with Claude Desktop, providing automated agent discovery, multi-agent coordination, and ready-to-use task templates for complex development and business workflows. Enables users to leverage enterprise-level AI capabilities through actionable resources and intelligent agent matching.

Pokemon MCP Server

Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon information and manage tournament squads. It enables AI agents to retrieve live data on popular picks and specific Pokémon stats using the Model Context Protocol.

Cryptocurrency MCP Server

Python-based MCP server that provides real-time and historical cryptocurrency data from 100+ exchanges via CCXT, with tools for tickers, OHLCV, markets, and order books.

Knowledge Base MCP Server (Qdrant)

Read-only MCP server with hybrid search combining dense semantic and sparse keyword retrieval via Qdrant, enabling document querying and fetching for ChatGPT Deep Research.

Streamable HTTP MCP Server

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

RTBrick MCP Server

Gives AI assistants direct access to RTBrick's website, technical documentation, and YouTube training videos with no API key required.

Antigravity Mobile Command MCP Server

Enables mobile control of Antigravity coding agents via Telegram, allowing task submission, plan approval, and artifact viewing.

register-mcp

Provides access to the Swiss Federal Commercial Register (Zefix) for company search, verification, and reference data, enabling natural language queries for public administration use cases.

@blueprintaix/blueprint-mcp

Enables AI assistants to discover, evaluate, and execute DeFi yield strategies across EVM and Solana chains through natural conversation, with transactions signed locally.

TexasSolver MCP Server

Enables interaction with the TexasSolver poker solver to run game theory optimal (GTO) poker calculations, load preflop ranges, and build game trees with structured parameters for analyzing poker hands and strategies.

Tika MCP Server

Extracts text and metadata from various file formats (PDF, DOCX, images with OCR) using Apache Tika, enabling AI assistants to understand file contents.

mcp-shoten-url

Enables creation of shortened URLs using the x.gd URL shortening service through its API.