Discover Awesome MCP Servers

Gmail API MCP Server

A Model Context Protocol server that enables interaction with the Gmail API through natural language, auto-generated using AG2's MCP builder.

GlitchTip MCP Server

Integrates GlitchTip error monitoring with AI assistants to fetch, analyze, and debug production errors. It enables users to list issues, retrieve event details, and perform guided triage of application errors through natural language.

Neo4j GraphRAG MCP Server

An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

Lyceum

An MCP server that enables querying and managing Calibre libraries via chat by interacting with the Calibre content server over HTTP. It allows users to search for books, update metadata, manage authors and tags, and handle book file uploads or conversions.

expression-atlas

Enables querying the EBI Expression Atlas for gene expression data across species and conditions. Part of the Pipeworx gateway, it provides access to baseline and differential expression studies.

TestRail MCP Server

Connect your AI coding assistant to TestRail to manage test cases, runs, results, and more directly from VS Code, Cursor, Claude Desktop, or Claude Code.

AIE8-MCP Server

An MCP server that provides web search capabilities through the Tavily API and weather data retrieval tools. It demonstrates how to integrate external APIs into AI applications and build agentic workflows with LangGraph.

lore-mcp

Persistent knowledge layer for AI agents. Structured KB with search, investigation threads, multi-session journal, and multi-agent attribution. SQLite or PostgreSQL.

AgenSysAdmin

MCP server for remote Linux server administration via SSH, integrating with Claude Code to manage Ubuntu/Debian servers.

MCP Jira & Confluence Server

A Model Context Protocol server that integrates with Atlassian's Jira and Confluence, enabling AI assistants to interact with these tools directly through features like issue management, page creation, and content search.

greenroom

An entertainment recommender MCP server that integrates with TMDB to help agents discover films and television shows based on genre, release year, and language. It also includes utilities for comparing multi-agent LLM responses and analyzing entertainment industry data.

NSE Ticker MCP Server

Enables access to National Stock Exchange (NSE) market data through the Upstox API. It allows users to retrieve historical OHLCV candle data across various time intervals for stock analysis.

Viz MCP Server

Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

G4 Data Model MCP Server

Enables deployment of a customizable MCP server on Cloudflare Workers without authentication. Allows users to define custom tools and connect to clients like Claude Desktop or Cloudflare AI Playground for remote tool execution.

BarrHawk

Enables automated end-to-end testing and verification of web applications through natural language, with self-healing selectors and dual-mode execution.

Google Analytics MCP Server

Enables LLMs to interact with Google Analytics Admin and Data APIs to retrieve account summaries, property details, and custom metrics. It allows users to run core and real-time reports to analyze website performance and configuration via natural language.

Code Execution MCP Server

Enables AI agents to execute terminal commands and Python code on the host system with session management and smart output handling, leveraging Agent Zero's proven implementation.

docx-mcp

Enables comprehensive management of Microsoft Word documents with 30+ tools for reading, writing, formatting, template merging, image extraction, equation extraction, and style application.

MCP Windows Screenshots

An MCP server that enables Claude to access Windows screenshots from WSL2, allowing users to easily share screenshots with Claude Code without manually navigating complex file paths.

OctoTrip Rental Cars

Free, no-login MCP server for discovering and comparing rental cars with real-time pricing from multiple providers worldwide.

Google Search Console MCP Server

Servidor MCP para integração da API Google Search Console com n8n.

mcp-myvariant

Enables querying metadata from MyVariant.info, a comprehensive variant annotation database, providing dataset statistics, source information, and build versions.

Super RAG MCP Server

Enables AI agents to perform offline cybersecurity research and penetration testing by querying a local knowledge base of curated security data, with tools for searching, answering, and status checking.

France Data MCP

France Data MCP lets AI agents query, cross-reference and automatically enrich multiple French public registries through a unified MCP interface. France Data MCP provides a French territorial intelligence layer designed for multi-source reasoning and agentic orchestration.

NPM Context Agent MCP

Provides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.

agent-engrams-mcp

An MCP server providing durable, shared memory for coding agents, storing engineering knowledge as structured markdown engrams with semantic search via embeddings.

mcp-rss-feed-searcher

An MCP server that enables searching across multiple RSS feed sources simultaneously, with support for extensible feed sources and both STDIO and HTTP modes.

Dominion Observatory

Tracks MCP server behavior from agent-reported interactions. Provides trust scores, behavioral baselines, anomaly detection, and compliance audit exports for EU AI Act and Singapore IMDA frameworks.

Sepolia FastMCP Server

A Model Context Protocol (MCP) server for interacting with the Sepolia Ethereum testnet, providing debugging tools and blockchain interaction capabilities through the MCP protocol.

Meeting Room MCP Server

Enables Claude to search for available meeting rooms, check reservation status, and create room bookings through an integrated SSO-authenticated meeting room system. Supports natural language queries for room availability by date, time, floor, and duration requirements.