Discover Awesome MCP Servers

airkorea-realtime-mcp

Enables querying real-time air quality measurements, integrated air quality index (CAI), and monitoring station information from Korea's Air Korea OpenAPI, including station search and nearby station lookup.

rpgmaker-xp-mcp

MCP server that reads and writes RPG Maker XP project .rxdata files, enabling AI assistants to create and edit actors, items, skills, maps, events, and scripts, and render map previews, by describing what you want.

SlimWeb Client MCP

Consumer-side MCP server for Webless storefront operations, enabling catalog browsing, product search, and order lookup via tools.

Xylent MCP Server

Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to Claude for managing complex development tasks. It supports direct agent execution, manual task orchestration, and fully autonomous workflows with integrated quality gates.

policy-mcp

Connects policy documents to Claude.ai via vector search, allowing natural language querying and retrieval of indexed documents.

ROS MCP Server

Enables control of ROS/ROS2 robots through natural language commands by translating LLM instructions into ROS topics and services. Supports cross-platform WebSocket-based communication with existing robot systems without requiring code modifications.

Cloud TPU API MCP Server

Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services, enabling management of Tensor Processing Units through natural language interactions with the Google TPU API.

ReadPDFx - OCR PDF MCP Server

Provides intelligent OCR and PDF processing capabilities that automatically detect whether PDFs contain digital text or scanned images and apply appropriate extraction methods. Supports text extraction, OCR processing, structure analysis, and batch operations.

bykaranteli-mcp

Provides live crypto derivatives data including funding rates, cross-exchange arbitrage, open interest pressure, Fear & Greed index, BTC dominance, and verified signal performance.

mcp-stateless

Demonstrates migrating an MCP server to the stateless protocol, eliminating session management overhead and enabling seamless scaling behind round-robin load balancers.

TuneTidy

An MCP server that enables ChatGPT to control Spotify playlists, playback (including exact-cue seek), and perform offline metadata export to ZIP.

WhatsApp MCP

Enables sending WhatsApp messages to a fixed recipient via a single tool, using a persistent Baileys WebSocket session.

ArxivSearcher MCP Server

An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.

Netlify Express MCP Server

A serverless MCP server example built with Express and deployed on Netlify Functions, demonstrating how to expose MCP endpoints via a custom URL with proper redirects.

APIMesh MCP Server

23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack detection, email verification, SEO analysis, SSL checks, performance monitoring. Supports x402 and Stripe MPP payments.

guidetopharmacology

Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying drug targets, ligands, and pharmacological data without API keys.

code-graph-mcp

Turns a codebase into a queryable graph with semantic search, call graphs, and control/data flow analysis, served to AI coding agents via the Model Context Protocol.

Chess.com MCP Server

Fornece acesso a dados de jogadores do Chess.com, registros de partidas e informações públicas através de interfaces MCP padronizadas, permitindo que assistentes de IA pesquisem e analisem informações sobre xadrez.

tasks-mcp

A lightweight task management MCP server that enables CRUD operations on tasks stored in a single JSON file, including listing, creating, updating progress, and setting priorities.

MathJS Calculator MCP Server

Provides mathematical calculation capabilities using MathJS, enabling expression evaluation and derivative calculation.

api-draw

MCP server for generating and editing images using gpt-image-2. Enables image creation, editing, listing, and retrieval via natural language tools.

Minehut MCP

MCP server that lets AI agents fully manage Minehut Minecraft servers via Playwright browser automation and REST API tools, including server control, console commands, logs, and UI interactions.

Context Zero Engine

A local code-intelligence engine for AI agents that indexes repositories into a PostgreSQL-backed code graph and serves structured, token-budgeted context over MCP and HTTP, enabling targeted queries on symbols, dependencies, contracts, and impact analysis.

mcp-hko

Provides access to Hong Kong Observatory weather data APIs, enabling retrieval of forecasts, earthquake info, tide data, and more via natural language.

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

cctx

Enables Claude Code to reduce token usage by 70-90% using a local LLM for codebase indexing, tool output compression, and turn summarization.

case-mcp

MCP server: convert a string between case styles. Smart splitting handles mixed-case identifiers like someXMLParser and my-Mixed_thing.

GraphQL Schema Embedder MCP Server

Indexes GraphQL schemas using embeddings to enable semantic search of types and fields for fast lookup. It allows LLMs to discover relevant schema signatures and execute queries against live GraphQL endpoints.

claude-cockpit

MCP server for a kanban task board that lets Claude Code manage tasks with priority, categories, and multi-agent safety, plus a web UI for visual drag-and-drop.

cursor-code-mcp

Connects Windows-based Codex to the Cursor Agent CLI in WSL, providing a run_cursor tool to execute tasks in specified working directories and resume sessions per directory.