Discover Awesome MCP Servers

MCP Agent Mail

A coordination layer for coding agents that provides identities, message threading, and searchable history. It features file reservation leases to prevent agents from overwriting each other's work in multi-agent environments.

openmemory-rag-mcp

MCP server for importing documents into OpenMemory RAG knowledge base. Supports file uploads, URL imports, text ingestion, and knowledge base search.

scholar-mcp

Multi-source academic paper search, citation graph exploration, and PDF download as an MCP server, designed for LLM agents doing research.

singular-mcp-server

Enables AI agents to read, control, and orchestrate Singular.live live broadcast graphics compositions, including filling control nodes, animating sub-compositions, and running a newsroom rundown-to-graphics workflow.

Commit Message AI MCP

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

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.

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.

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.

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.

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.

Statistics MCP Server

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

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.

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.

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.

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.

@cyanheads/reliefweb-mcp-server

An MCP server to search and retrieve humanitarian reports, disasters, jobs, training, and country profiles from ReliefWeb via STDIO or Streamable HTTP.

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.

link-mcp-server

Enables AI coding assistants to extract screenshots, DOM content, and structured frontend analysis from public links, including Axure prototypes.

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.

mcp-steam

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

fallclaim-mcp

Exposes tools for fold operations and κ-band analysis, enabling interaction with the 7-prime spine and fold operations in any MCP client.

MCP Remote Server

Enables execution of SSH commands on remote servers and management of Google Cloud Platform (GCE) instances through Cursor IDE.

home_mcp_gateway

A local MCP gateway that provides image generation and editing tools via external APIs (e.g., DALL-E) and local ComfyUI workflows, with authentication and policy enforcement.