Discover Awesome MCP Servers

marta-mcp

MCP server for Atlanta MARTA real-time transit data, enabling queries about train arrivals and bus positions via natural language.

Python MCP Korea Weather Service

MCP server that provides Korean weather information using grid coordinates and the Korea Meteorological Administration API, allowing users to query current weather conditions and forecasts for specific locations in Korea.

claude_code_mastery

Monitors 7+ sources for Claude Code updates, analyzes curriculum gaps, and auto-applies changes to keep the curriculum current.

Aevo-MCP

Connect AI agents to the Aevo trading platform. Retrieve market data, manage accounts, and execute trades easily

Coolify MCP Server

MCP server that integrates with Coolify to let AI assistants manage Coolify instances via a clean toolkit wrapping the official REST API.

colyseus-docs-mcp

Provides AI agents with access to the Colyseus documentation, enabling searching, reading, and listing of documentation pages.

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research tasks using the Exa AI Search API. Can be deployed locally or on Heroku for remote access.

jules-dispatch

MCP server for batch-dispatching coding tasks to Google Jules in parallel, with YAML task definitions, plan approval, and optional LLM-based task planning. Integrates with Claude Code and OpenAI Codex CLI as a tool.

x-mcp-server

MCP server for the official X API, enabling agents to read and publish posts, look up users, and search posts with safe read-only default and explicit write mode.

SSH MCP Server

Enables AI assistants to execute commands an

leboncoin-seller-mcp

Enables turning photos and observed facts into a ready-to-publish Leboncoin ad, with comparable search, asking-price statistics, category lookup, local drafts, and browser form automation that stops one click short of publishing until approved.

linkedin-safe-mcp

MCP server for safe LinkedIn automation: official-API posting, comments, and likes plus guest-endpoint job search and a local application tracker.

thudong-mcp-claude

MCP server for querying survey feedback and statistics regarding the 'Thudong' field exam after the event at Wat Pa Roi Pi Luang Pu Viriyang, Ratchaburi, December 12-15, 2568 (2025). Enables searching impressions, suggestions, and satisfaction statistics across participant groups.

mdshare-mcp

Enables AI chat clients to publish markdown content to an mdshare service and retrieve previously published pastes via MCP tools, without manual file uploads or curl requests.

gpuctl-mcp

Enables AI agents to manage GPU training end-to-end through natural language, including submitting and scheduling jobs, monitoring logs and metrics, diagnosing failures, comparing runs, and recommending the best checkpoints.

readpic-mcp

Analyzes images using a vision model and returns detailed Chinese text descriptions, enabling text-only models to understand pictures from screenshots, UI designs, error logs, and architecture diagrams.

PDF Export for AI Agents

Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

whop-mcp

A Model Context Protocol server that enables AI assistants to manage Whop.com business operations, including payments, memberships, products, promo codes, and affiliates.

srclight

Deep code indexing for AI agents. Search symbols, navigate call graphs, explore inheritance, track git history — all via MCP.

mcp-wait

A minimal MCP server that lets AI agents pause for a specified duration before resuming their workflow. Useful for polling patterns like waiting for PR approval or file creation.

douban-mcp

MCP server for querying Douban books, movies, TV shows, and group topics, with tools for searching, retrieving details, and listing reviews.

Searchclaw

Description: An MCP server with 15 tools covering web search, scraping, extraction, crawling, and autonomous data gathering via the SearchClaw API. Tagline: "The complete web data pipeline for AI agents — Search, Extract, Crawl in One API."

mcp-xray

Enables interaction with Xray Cloud and Data Center for test management, including authentication, GraphQL queries, test execution/plan management, and result import via MCP.

SENTRA MCP

An MCP server that detects potential risks in Solana meme tokens using Solsniffer API, helping AI agents avoid rug pulls and unsafe projects.

ClamAV MCP

A server that enables scanning files for viruses using the ClamAV engine, providing a simple integration with Cursor IDE via SSE connections.

kwork-mcp

Enables AI-powered management of Kwork.ru freelance tasks, including orders, messages, projects, and account stats through natural language.

ax-platform-mcp

Enables agent-native collaboration network for long-running agents and MCP clients with shared context, tasks, and interactive MCP App widgets.

mcp-bea-gov

Enables access to U.S. Bureau of Economic Analysis data through tools for retrieving parameter values and economic data.

Redmine MCP Server

MCP server that connects Claude with Redmine to check issues and log time automatically at 17h daily.

Twenty MCP Server

Enables LLM agents to interact with Twenty CRM data through natural language, providing tools for managing contacts, companies, opportunities, tasks, and more via the Model Context Protocol.