Discover Awesome MCP Servers

pipeflow-mcp

PiPeFlow passively tracks AI agent workflow states using a finite state machine, providing tools for declaring, advancing, and auditing pipelines with annotations and reports.

AcuMiglio MCP GitHub Agent

MCP server that lets AI agents interact with GitHub using natural language, supporting operations like creating repositories, issues, and commits.

net-mcp

An MCP server for network engineering that provides comprehensive tools for BGP analysis, RPKI validation, and DNSSEC-aware DNS queries. It integrates public data sources like RIPE and Cloudflare Radar with local diagnostic tools to give LLMs structured access to real-time and historical network states.

lore

Semantic search across Claude Code conversations. Hybrid vector + keyword search, fully local, background indexing.

Gmail MCP Server

Enables interaction with Gmail through the Gmail API, allowing users to list, read, search emails, create and send drafts, and get email summaries through natural language commands with OAuth2 authentication.

Coreshub MCP Server

Enables interaction with the CoreHub cloud platform to manage containers, EPFS filesystems, distributed training, and inference services through MCP tools.

Remote MCP Server Authless

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and integration with Claude Desktop and Cloudflare AI Playground.

Contractor Scale Context MCP Server

Enables AI agents to access Contractor Scale internal context, including client background, meeting transcripts, and team summaries, via three tools: list_clients, get_client_context, and get_meetings.

melty

MCP server with FTS5 full-text search over a SQLite export of a discord server.

Strava MCP Server

Connects Claude to Strava data for natural language queries about rides, stats, and activities.

Commit Message AI MCP

Commit Message AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

patent-agent

Enables conversational patent data analysis through a set of tools for trend analysis, clustering, word cloud generation, and more. Allows natural language queries to explore patent datasets with structured results and visualizations.

CzechMedMCP

An MCP server with 60 tools connecting AI assistants to Czech healthcare databases (SUKL, MKN-10, NRPZS) and global biomedical sources (PubMed, ClinicalTrials.gov, OpenFDA).

selfhosted-sentry-mcp

MCP server for self-hosted Sentry instances, providing tools to query and triage issues and events, inspect stack frames, manage releases, and access raw Sentry API.

Comfy Cozy

A plain-English co-pilot for ComfyUI that lets you describe image generation changes in natural language, automatically loading workflows, swapping models, tweaking parameters, and running generations while learning your preferences.

Statistics MCP Server

A Model Context Protocol (MCP) server that provides statistical analysis tools for sales and salary data.

Unitree Go2 MCP Server

Enables LLM agents to control and monitor a Unitree Go2 robot through MCP tools, including live telemetry, navigation, camera feeds, and waypoint missions.

Nemo

An MCP server that enables users to transform AI conversations into a structured, searchable knowledge base by saving ideas, code snippets, bookmarks, and reminders. It supports persistent storage through Supabase or PostgreSQL and includes webhook integrations for automating workflows with external tools.

mcp-rag-web

MCP server for semantic search over PDF documents using RAG, pgvector, and OpenAI embeddings. Includes a web app for document upload and management.

imagen-mcp

Enables intelligent multi-provider image generation through OpenAI and Google Gemini APIs with automatic provider selection, support for reference images, real-time data grounding, and conversational refinement.

qdrant-llamaindex-mcp-server

An MCP server for querying and managing LlamaIndex documents stored in Qdrant vector databases, with automatic embedding model detection and extensive tools for search, retrieval, and collection management.

MCP Weather Workshop

A step-by-step workshop for building an MCP server that provides weather tools to AI agents, enabling secure API key usage.

rpg-encoder

Provides semantic codebase understanding via a graph, enabling AI agents to search, explore, and plan changes with whole-repo context in a single tool call.

gmail-mcp-server

A comprehensive MCP server for Gmail, providing 17 tools to read, send, search, and manage emails with OAuth2 authentication, including attachment handling and privacy features.

mcp-steam

MCP server for Steam that enables LLM agents to manage gaming libraries, achievements, stats, and discover store content through 20 tools.

marketlens-llm-mcp

Enables product enrichment with sentiment analysis, category mapping, and attribute extraction; provides tools to fetch top products and cluster summaries.

ship-it-mcp

Enables to interact with GitHub repositories directly from Claude, supporting actions like viewing repos, checking status, committing and pushing changes, and managing pull requests.

Pistachio MCP Server

A remote MCP server built with Node.js and TypeScript that enables tool calls and prompt templates via streamable HTTP transport. It includes example implementations for a calculator and localized greetings, featuring built-in CORS support for web-based clients.

WHOOP MCP Server

Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart rate) from any MCP-compatible AI client, supporting remote and direct modes.

WinDirStat MCP Server

Enables real-time Windows storage analysis, deep folder scanning, safety tiering, and protected cleanup operations through natural language.