Discover Awesome MCP Servers

PostgreSQL MCP Server

MCP server to interact with and inspect PostgreSQL DB

Minecraft MCP Server

Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing for tasks like building, mining, and inventory management via natural language. It supports complex interactions including coordinate-based movement, block manipulation, and real-time game chat.

Tenant Leasing Analytics

Enables analysis of prospective tenant inquiries and market rent comparisons through database queries, guest card analytics, and automated generation of leasing emails and visual market reports with charts.

closeread-verify

Provides verified dependency-audit verdicts for AI agents, checking installed versions against OSV advisories and splitting direct vs transitive dependencies.

jsbsim-mcp

Provides the JSBSim flight-dynamics engine as an MCP service, enabling AI agents to control and simulate aircraft in real-time through natural language.

LLM Python Code Sandbox

Enables LLMs to execute Python code in isolated sandboxes with file operations and MCP integration, supporting multi-round execution and plot capture.

rebuild-dossier

An MCP server that reverse-engineers a rebuild spec (CLAUDE.md, config, and mutation-tested tests) from an existing app, enabling coding agents to rebuild the app cleanly against that spec.

Web Search Neo

Enables fetching and extracting text from URLs, searching the web via DuckDuckGo and Yandex, and retrieving page links through MCP tools.

moltnode-mcp

Enables MCP clients to interact with over 31 blockchain chains through the MoltNode RPC gateway, providing tools for chain listing, RPC calls, block numbers, and native balance queries without API keys or setup.

Houki e-Gov MCP Server

Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, including keyword search, article fetching, table of contents, and revision history.

TealFlowMCP

Enables LLMs to discover, understand, and generate Teal R Shiny applications for clinical trial data analysis.

Snowflake Developer MCP Server

Enables AI assistants to perform comprehensive Snowflake database operations including DDL, DML, and warehouse management. It allows users to query data, manage database objects, and configure permissions using natural language commands.

Congress.gov MCP Server

Machine-Consumable Proxy server that provides standardized access to the Congress.gov API, automatically handling API key injection and exposing all endpoints through FastAPI.

MCP Server - Twitter NoAuth

A headless MCP server that provides Twitter API access without requiring local credential setup, enabling core Twitter operations like searching tweets, getting user tweets, posting tweets, and replying to tweets.

SwitchAI

AI agent for Italian energy tariff comparison. Analyzes electricity and gas bills, compares 44+ offers from 13 providers, estimates savings with full ARERA regulated cost breakdown

Amazon Seller MCP Server

Exposes Amazon Selling Partner API tools for sellers to manage orders, inventory, listings, pricing, analytics, and reports via natural language.

RendShot MCP Server

Enables AI agents to generate images from HTML/CSS, capture URL screenshots, and manage reusable templates through the RendShot API. Provides tools for rendering visual content programmatically within AI workflows.

Dodo Payments

The Dodo Payments MCP Server integrates with agentic frameworks to provide a lightweight, serverless-compatible interface for AI-driven payment operations like billing, subscriptions, and customer management. It enables autonomous agents to securely act on behalf of users using the Dodo Payments

Nutrition MCP Server

Enables intelligent nutrition tracking through natural language meal logging with automatic macro calculation using the FoodData Central API. Users can set daily macro goals, review meal history, and monitor nutritional progress through local JSON storage.

Mineru MCP Server

Enables document parsing through the Mineru API with support for multiple formats (PDF, DOC, DOCX, PPT, images), OCR, formula recognition, and table extraction in multiple languages.

construction-safety-inspector

Enables Claude Desktop to detect construction site hazards from photos, analyze incident PDFs, search similar accident cases, and generate bilingual safety reports with citations.

AnyRouter Spawn Agent

MCP fallback that launches and monitors local codex exec agents when native sub agents are unavailable.

ds-mcp

A read-only MCP server that provides AI coding agents with a queryable contract for design system tokens, components, patterns, and anti-patterns.

Express MCP Server

A basic example of developing and running serverless MCP using Netlify Functions, including a customized URL for accessing the function.

mcp-browser-parallel

Multi-instance parallel browser MCP server that manages multiple isolated browser instances in a single Chrome process with automatic login state cloning, allowing parallel independent operations across instances.

Movie MCP Server

A Model Context Protocol server that enables searching and retrieving detailed information about movies and TV shows using The Movie Database (TMDB) API.

Remote MCP Server on Cloudflare

A server implementation of the Model Context Protocol (MCP) that runs on Cloudflare Workers, allowing AI assistants like Claude to access tools through OAuth authentication.

booth-mcp

An unofficial read-only MCP server for viewing BOOTH seller management pages in MCP clients.

RAG MCP Server

Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, enabling RAG-based interactions with your documents.

math-mcp

A secure MCP server for evaluating mathematical expressions with grammar validation, function whitelisting, and sandboxed execution. It provides tools for expression evaluation, variable management, and resources for grammar and function documentation.