Discover Awesome MCP Servers

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services from GitHub repos or Docker images, managing environment variables, monitoring deployments, and configuring networking and volumes.

ui-extractor

MCP server for extracting UI components, design tokens, and patterns from websites and generating production-ready React, Vue, and HTML components.

OpenLMNP

Accounting MCP server for the French LMNP tax status (furnished rentals, e.g. Airbnb hosts). 44 tools to manage properties, income and expenses, compute component-based depreciation and fiscal results, and generate the official French tax return (2031/2033) and FEC accounting export.

Packrift MCP Server

Enables AI agents to search a Shopify packaging-supplies catalog, get live pricing and inventory, recommend boxes, estimate shipping, and generate checkout URLs.

mhlabs-mcp-tools

Modular MCP server providing text preprocessing and NLP tools for AI agent ecosystems.

cadlens-mcp

An MCP server that parses CAD files (.dwg, .dxf, .dwf, etc.) via the Cadlens API, enabling LLM clients to extract and reason over entity, layer, and metadata payloads.

Healthcare AI Governance MCP

Healthcare AI Governance - MCP server providing AI-powered tools and automation by MEOK AI Labs

qdrant-mcp-ollama

Enables AI assistants to perform semantic search and retrieval across codebases stored in Qdrant, using Ollama models for GPU-accelerated embeddings.

HR-ASSIST

Agentic AI system that automates HR workflows like employee onboarding, enabling HR teams to streamline tasks through natural language interactions with Claude Desktop.

pente-mcp

Enables AI to play Pente live against a human via MCP, using ChanBlake's browser game as a shared board. Provides create, join, move, and view tools for real-time multiplayer matches.

shopware-mcp

MCP Server for Shopware

docs-mcp-server

MCP server that exposes one or more documentation folders (Markdown, MDX, TXT) to AI agents, enabling listing, reading, and searching of documentation files.

Torreable

Publish static websites as Tor hidden services (.onion sites) via MCP.

PDF Reader MCP Server

A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

MCP YouTube Downloader

MCP server for downloading videos and audio from YouTube and hundreds of other sites using yt-dlp.

mongodb36-mcp-server

Enables AI assistants to interact with MongoDB 3.6+ databases, supporting collection listing, document queries, counting, and aggregations through natural language.

MCP Apps Template Server

A starter template for building MCP apps with React widgets, featuring tool execution, UI capability negotiation, and host integration.

Notion MCP Bridge

Enables secure natural language querying of Notion CRM databases, allowing AI agents to retrieve client health, ARR, and deployment roadblocks through a custom MCP middleware.

SEC EDGAR Filings MCP

SEC EDGAR filing MCP for equity research agents: search 10-K/10-Q/8-K with CompanyFacts metrics, preview a free sample, and purchase full structured JSON via x402 USDC on Polygon. Public endpoint on xpay.tools.

rockin-worker

MCP server that exposes tools to search and list GitHub repositories synced to SQLite, enabling natural language queries for top repos by stars or by name.

Debitura

Cross-border debt collection API for AI assistants. Check cases, read partner messages, get pricing, and submit new collection cases across 183 countries.

viznoir

Viznoir empowers AI agents to directly analyze and visualize complex 3D scientific and engineering data in cinematic resolution using a fully headless VTK engine. It enables LLMs to seamlessly execute advanced physical analysis, 3D rendering, and generate publication-ready animations purely through natural language commands.

mcp-health-server

A Claude-compatible MCP server that exposes health-domain tools over 100% synthetic data, built with security and compliance in mind.

Weather-Prediction MCP Server

Provides real-time weather data, forecasts, alerts, and travel recommendations for US locations using the National Weather Service API, enabling agents to answer weather-related queries.

openproject-mcp-and-skills

MCP server enabling AI agents to interact with OpenProject API v3 for project management, including creating and managing work packages, projects, comments, time entries, boards, and user dashboards.

Korean Land MCP

Provides AI access to Korea's land use planning, urban regulations, and permit information through natural language queries. It integrates tools for land analysis, regulation verification, and public notice scraping to prevent hallucinations in property-related AI applications.

qt-mcp

An MCP server for inspecting, debugging, and interacting with PySide6 desktop applications. It enables AI agents to capture UI snapshots, read widget properties, and perform actions like clicking buttons or typing text.

content-knowledge-mcp

Provides content agents with structured search over editorial guidelines, visual templates, and past post outcomes, enabling auditable proposals that cite rule IDs.

Telegram MCP Server

An MCP server for interacting with Telegram bots and channels using the Telegraf library. It allows AI agents to send messages, manage channels, forward content, and intelligently respond to Telegram conversations.

Martin MCP Toolbox

A multi-modal AI toolbox based on Model Context Protocol, integrating Zhipu GLM, Pollinations.AI, SiYuan Notes, and Perplexity web search to enable image/video analysis, image/text/audio generation, note management, and intelligent web search.