Discover Awesome MCP Servers

medical-mcp

This MCP server provides authoritative medical data from FDA, WHO, PubMed, RxNorm, and Google Scholar, enabling drug information lookup, health statistics retrieval, medical literature searching, and clinical guidelines access directly in AI workflows.

geomelon-mcp

Geomelon — get cities, countries, regions info with multilingual support

codebase-wiki

Enables AI agents to index, search, and retrieve architectural documentation and store self-learning notes from codebases.

Nano-Banana MCP Server

An MCP server that provides AI image generation and editing capabilities using Google's Gemini 2.5 Flash Image API. It allows users to create new images from text, modify existing files, and perform iterative edits through natural language prompts.

E-commerce API MCP Server

Enables interaction with e-commerce storefronts through a standardized API. Provides access to product catalogs, inventory management, and customer operations for online retail platforms.

Jupiter MCP

MCP server for Jupiter API on Solana, enabling immediate swaps via Ultra API and limit orders via Trigger API.

MCP Test Repository

GitHub MCPサーバーを使用して作成されたテストリポジトリ

OpenHarness

A local MCP server that discovers and shares session file paths between AI coding agents, enabling cross-referencing without modifying existing workflows.

Telegram MCP Server

Enables AI agents to interact with Telegram via MTProto, supporting high-performance communication and seamless integration.

Stonks

Automates stock analysis and news updates in Google Sheets using AI-powered insights, enabling users to manage stock data and generate comprehensive analysis through natural language.

MCP Goodnews

モデルコンテキストプロトコルサーバーは、NewsAPIからポジティブなニュース記事を取得し、Cohere LLMの感情分析を用いてランキングします。これにより、ユーザーはClaude Desktopなどのインターフェースを通じて、前向きなニュース記事にアクセスできます。

E0N-MCP-FOR-ETH

just a simple test for education

ops-agent-toolkit-mcp

MCP server providing read-only operational tools (logs, metrics, traces, service health, config) for troubleshooting an environment, with one exception for toggling chaos scenarios.

github-mcp-bridge

A lightweight MCP server that exposes GitHub operations as tools over HTTP, enabling any MCP-compatible client to interact with GitHub repositories without a built-in connector.

Federated Directory MCP

Enables contact searches within the Federated Directory system by name or email address. Provides comprehensive logging and automatic query type detection for seamless contact lookup integration.

Sequential Thinking Multi-Agent System (MAS)

鏡 (Kagami)

GraphQL MCP Toolkit

LLMがGraphQL APIとやり取りできるように、スキーマイントロスペクションとクエリ実行機能を提供する、モデルコンテキストプロトコルサーバー。

Navisworks MCP

Enables Navisworks coordination and clash detection via APS, allowing upload of NWD files, extraction of clashes, report generation, and retrieval of viewpoints.

IDA-instances-MCP

Enables MCP clients to drive IDA Pro through a stability-hardened server that hosts multiple headless idalib instances, with per-session isolation, configurable HTTP/stdio transports, and API-key authentication.

Sherlock Homes

French real estate data platform for AI agents. Identifies property owners likely to sell and tracks behavioral signals on active listings. Coverage: metropolitan France.

sealed-mcp

A thin MCP stdio client that connects agents to the Sealed skill marketplace, enabling listing and running sealed skills server-side.

CAD-MAX

A safety-first foundation for connecting an MCP client to AutoCAD, currently providing read-only drawing status and health/version/capabilities tools via a Python MCP server and localhost C# bridge.

Persona MCP Server

Enables AI assistants to control a desktop virtual character (VRM) by playing animations, showing/hiding the character, and checking runtime status through the MCP protocol.

saft-mcp

An MCP server that enables AI assistants to parse, validate, and analyze Portuguese SAF-T tax files, providing tools for querying invoices, customers, products, VAT breakdowns, and anomaly detection.

sight-mcp

A powerful MCP server that brings AI vision capabilities to Claude Desktop. Analyze images and videos using OpenAI GPT-4o, Claude, or any compatible vision API.

sqlens-mcp

Provides Claude with read-only access to local development databases (Postgres, MySQL, SQLite) to inspect schemas, run SELECT queries, and explain query plans without leaving the conversation.

Extract-Antv-Topic

A model context protocol server designed for AI development and QA, providing AntV document context and code examples.

Legal Document AI MCP

Legal Document AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

robotstxt-ai-mcp

Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.

web-scraper

Enables extracting clean, structured markdown from any URL—stripping nav, ads, and scripts—for RAG pipelines and AI research agents, with pay-per-call micropayments via x402.