Discover Awesome MCP Servers

pymcp-sse: Python MCP over SSE Library

Asynchronous Python library for building Model Context Protocol (MCP) servers and clients over HTTP/SSE, ideal for AI agents, tool integrations, and chatbot ecosystems.

NotebookLM MCP Server

Enables automated interactions with Google's NotebookLM through browser automation. Supports persistent sessions, document uploads, notebook management, and streaming chat responses for AI-powered document analysis.

gmail-mcp-server

Enables reading, sending, searching, and managing Gmail through Claude using the official Google Gmail API.

ardupilot-mavlink-mcp

Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLink, including reading state, inspecting and changing parameters, switching flight modes, diagnosing arming failures, and gated arming/disarming.

Workspace MCP

Secure local development platform that exposes controlled developer capabilities (FS, Git, search, command execution) to AI assistants via MCP with deny-by-default security and audit logging.

Hello MCP

The minimal Python MCP server implementation with MCP Python SDK.

LearnWorlds MCP

Enables AI assistants to manage a LearnWorlds school via the full public API, covering all 94 endpoints for courses, users, enrollments, payments, and more.

wow-casc-mcp-server

MCP server for reading World of Warcraft client files via CASC storage, enabling file discovery and content retrieval.

Roblox Executor MCP

Enables agents to interact with a running Roblox game client, execute Lua code, inspect scripts, spy on remotes, and more.

umo-memory

Persistent memory for AI coding agents that stores and recalls preferences, decisions, and conventions via semantic similarity, with zero cloud dependencies and plug-and-play MCP integration for Claude Code.

RideWithGPS MCP Server

An AI-powered companion that provides access to the RideWithGPS API, allowing you to interact with cycling routes, trips, events, and user data through natural language.

FinOps Agentic Reconciliation MCP Server

This MCP server enables autonomous finance operations, providing tools to run 3-way matching audits, fetch unmatched invoices, trigger vendor holds, and retrieve vendor aging summaries. It integrates with an AI agent for policy-based discrepancy resolution and executive dashboards.

amazon-scraper-api

Fetch live Amazon product data using Amazon Scraper API MCP server

Desktop Controller MCP Server

Give any AI full control of your desktop. Mouse, keyboard, screenshots — all through the Model Context Protocol.

Fast Context MCP

Enables AI-driven semantic code search via natural language queries, integrating with MCP clients like Claude Desktop to retrieve relevant code context from any codebase.

mcp-guardian

Scans MCP tool descriptions for prompt injection attacks, including cross-tool instructions, privilege escalation, and data exfiltration patterns. It can be used as a CLI scanner or integrated as an MCP server itself.

Assistente Empresarial MCP Server

Enables natural-language queries about sales and inventory from an Excel spreadsheet, plus web search and currency exchange rates via external APIs.

superpowers-chrome

Enables direct browser control via Chrome DevTools Protocol, supporting navigation, interaction, content extraction, and screenshots through a single MCP tool.

Substance-3D-Designer-MCP

Provides a secure interface to Adobe Substance 3D Designer, enabling read and write operations on graphs, nodes, and packages through the MCP protocol.

SyncContext

MCP server that provides a shared semantic memory layer for AI coding agents, enabling teams to store, search, and sync context, decisions, and knowledge across projects with project-based isolation and multi-backend support.

gios-air-mcp

Enables querying Polish air-quality data from GIOŚ stations by providing tools to list stations, get sensor readings, and retrieve the composite air-quality index.

garmin-cn-mcp

Provides read-only access to a China-region Garmin Connect account, enabling retrieval of daily summaries, sleep, heart rate, HRV, training readiness, body battery, and activity data.

selfmcp

A personal MCP server that exposes your profile (bio, skills, projects, work experience) as structured tools for any MCP-compatible AI client, secured with OAuth 2.1 and Dynamic Client Registration.

Variflight MCP Proxy

A proxy middleware for the Variflight MCP server with token rotation, intelligent blacklisting, and local handling of ping and initialization notifications.

Polarsteps MCP Server

A server that enables AI assistants to access Polarsteps travel data, allowing queries about user profiles, trip details, travel statistics, and natural language search through travel histories.

aion-mcp

Remote MCP server for the AI:ON agent identity platform that enables managing agents, timelines, summon tokens, and event packs through browser-based authentication.

mgi-link

An MCP server that provides mouse genetics data from Mouse Genome Informatics (MGI), enabling LLM agents to query markers, mutations, alleles, phenotypes, and disease models.

opentakeoff-mcp

Drive the OpenTakeoff construction takeoff engine from any MCP client: open plan PDFs, set and verify drawing scale, one-click room areas, measure lengths, and export takeoff quantities. Runs locally over stdio via npx -y opentakeoff-mcp.

Microsoft Copilot Studio MCP

A Model Context Protocol (MCP) server that enables integration of joke delivery capabilities into Microsoft Copilot Studio and GitHub Copilot, allowing users to request and receive various types of jokes through natural language.