Discover Awesome MCP Servers

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.

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.

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.

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.

adb_mcp_server

Enables remote control of Android devices via ADB, including screen operations, input, app management, file transfer, and advanced tools like UI testing and performance analysis.

codemcp

Forwards normalized MCP tools to Codex or Claude Code for agentic coding tasks like starting new sessions, continuing existing ones, and checking status.

nvim-mcp

Enables AI assistants to control running Neovim sessions via RPC socket, supporting command execution, state inspection, and LSP actions. Automatically discovers Neovim instances and supports multi-instance management on Linux and macOS.

qe-mcp

Provides QE Framework expert-library guidance with compact search and recommendation tools, returning full expert content only on explicit request.

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.

planwire-mcp

UK planning application data for AI agents. Search, look up, and geo-query every UK planning application from Claude, Cursor, or any MCP client — conversationally.

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.

Commit Message AI MCP

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

MCP Reddit Server

Enables AI assistants to interact with Reddit by searching subreddits, retrieving hot posts, and fetching detailed post information with comments through the Reddit API.

Stock MCP Server

A MCP server for real-time stock quotes, using Model Context Protocol (MCP).

research-automation-mcp-server

Enables autonomous research by integrating multiple free sources including web search, Wikipedia, arXiv, and Crossref, with no API keys required.

Aegis Risk

A multi-agent financial portfolio risk analyzer that provides MCP tools for fetching market news and storing compliance-reviewed assessment reports in a local database.

social-trends-mcp-server

Provides AI agents with access to trending topics from Reddit and HackerNews using free public APIs without authentication.

woow-hermes-mcp-server

FastMCP wrapper that lets Claude app fully control a Hermes Agent instance via remote connector.

kontexta

A local-first MCP server that gives AI coding agents persistent memory and controlled commands. Features a git-backed markdown knowledge vault with FTS5 search, surgical section edits, token-aware context budgeting, and a sandboxed command engine with human approval gates. Works with Claude Code, Cursor, Copilot, Gemini, and more.