Discover Awesome MCP Servers

docs-rag-mcp

Searches local markdown files using TF-IDF retrieval and serves full documents as resources.

mcp-docker-tools

Provides Docker management tools for AI agents, including inspecting containers, images, Dockerfiles, and Compose configurations.

ai-memory

Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into typed Markdown memories + AGENTS.md + Cursor Rules via MCP. Local-first, git-trackable.

FreeCAD MCP

Enables users to control FreeCAD through natural language for creating, editing, and managing 3D objects and documents. It supports executing Python code, capturing screenshots of the workspace, and importing parts from the FreeCAD library.

PEP Estendida (Parentescos)

Enables checking whether a person is politically exposed (PEP) or related to one, using their CPF (Brazilian taxpayer ID). It provides a single read-only tool that returns PEP status and family relationships.

mcp-open-library

A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.

Slack MCP Server

Enables AI assistants to interact with Slack workspaces through comprehensive channel management, messaging, direct messages, search functionality, and user management capabilities.

Notes MCP Server

A local note-taking server that provides intelligent management of markdown files through hybrid keyword and AI-powered semantic search. It enables users to create, find, and retrieve notes using advanced indexing, vector embeddings, and a built-in web viewer.

MCP Resume Scorer with Leaderboard

Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.

Connapse

Self-hosted knowledge backend for AI agents. Provides 11 MCP tools for hybrid vector + keyword search, container-isolated knowledge bases, and 4 storage connectors (S3, Azure Blob, MinIO, filesystem). Built with .NET, runs via Docker.

Lexiguard HR

Enables Cursor AI to query a local MySQL HR database in natural language using read-only SQL tools.

ThoughtMCP

Implements human-like cognitive architecture for enhanced AI reasoning through dual-process thinking, memory systems, emotional processing, and metacognitive monitoring. Enables users to process thoughts with biological-like cognitive processes including intuitive and deliberative reasoning modes.

PenTest MCP Server

An AI-powered penetration testing server that integrates over 30 security tools with Groq LLM analysis for automated vulnerability scanning, triage, and reporting. It enables users to perform comprehensive security assessments through natural language natively within Claude Desktop.

Presearch MCP Server

Enables privacy-focused web searches through the Presearch API and web content scraping. Supports multi-language search, configurable safe search, result caching, and multiple export formats (JSON, CSV, Markdown).

gazebo-mcp

MCP server for AI agents to drive Gazebo / gz-sim simulation, with offline mock mode for CI/demos.

trip-decider

This MCP server enables users to plan trips with precise transport details, verifying train schedules and local routes against real sources, and explicitly flags unverified or conflicting information instead of guessing.

autonomad-travel

AI travel agent over MCP — live flights, hotels, activities, and events worldwide, then completes the booking on autonomad.ai.

achmadya-dev/mcp-core

Provides a shared MCP SDK wrapper for building MCP servers with stdio transport, tool registration, JSON-safe responses, and environment helpers.

Economy Intel MCP

Provides macroeconomic data (GDP, inflation, unemployment, trade) for any country via MCP tools, sourced from World Bank and US BLS, no API keys required.

MCP Router

An allowlist-based MCP adapter that searches for local stdio MCP servers by command/task description and runs only the necessary servers.

Centerfield Visitor MCP

Automates visitor reservations for the Centerfield building by registering guests via natural language, pasted text, or Excel/CSV files, using MCP-compatible AI agents.

Leiga MCP Server

Enables AI agents to interact with the Leiga project management platform. Supports searching, creating, and managing issues, listing projects, and retrieving user assignments through natural language.

Private Journal MCP Server

A project-scoped private journaling and semantic search server for Claude, using local AI embeddings to capture technical insights, user context, and work-in-progress notes.

PostgreSQL MCP Server

Enables AI assistants to interact with PostgreSQL databases using natural language queries, providing secure read-only access to database schemas and SQL translation capabilities.

lamoda-mcp-ru

Enables Lamoda sellers to manage their store via natural language through a MCP server that connects to the official Lamoda Seller API, supporting 155 methods for products, prices, orders, shipments, and more.

2Sense

Enables Claude to analyze short-form video ads by extracting frames, audio, and transcripts, providing visual contact sheets, audio profiles, and YAMNet audio-event tags via MCP tools.

Speakeasy Docs MCP

A lightweight, domain-agnostic hybrid search engine for markdown corpora, exposed via the Model Context Protocol (MCP), optimized for serving SDK documentation to AI coding agents.

test-genie-mcp

Self-healing test automation MCP server that diagnoses and fixes issues in mobile and web apps, including a one-command vibe-check to prioritize broken functionality.

ember-cli-mcp

Enables MCP clients like Claude Code to execute Ember CLI commands directly in projects, including running tests, generating components, and building apps.