Discover Awesome MCP Servers

key-drivers-mcp

MCP server for key driver and feature importance analysis based on rule mining

PromptDB MCP Server

Enables storage, versioning, and retrieval of prompts with rich metadata via MCP tools, supporting stdio and SSE transports.

repo-scout

Provides autonomous codebase exploration through a plan-execute-reflect-report pipeline, generating onboarding reports with file:line references. Exposes both a high-level investigation tool and low-level read-only file access tools via MCP.

garmin-china

Enables users to access and analyze Garmin China fitness and health data, including activities, recovery, trends, and weather heat stress, through 55 tools.

Bond-OpenAI MCP

Enables MCP-compatible agents to make safe, consented phone calls using Twilio and Deepgram.

mcp-n8n

MCP server for integrating with n8n, enabling workflow automation and management through natural language.

Globalpulse-MCP

A Model Context Protocol server that provides real-world intelligence including macroeconomics, climate, disasters, aviation, trade, and country data from globally trusted open APIs with no proprietary subscriptions required.

edumints-scorm-mcp

Builds SCORM 2004 compliant e-learning courses locally with automated packaging and data privacy.

Hostkit MCP

MCP server for the Hostkit API, enabling management of properties, reservations, guests, invoices, and other property operations.

OffByOne Runtime MCP Server

MCP server for the OffByOne website factory, enabling agents to generate, validate, and manage full-stack web projects through safe, deterministic tools.

Movies Search Tool

An MCP server that enables users to search for movie and TV show resources across multiple sources and validate video link playability. It supports both STDIO and SSE transport modes for seamless integration with AI applications.

sleeper-mcp

Enables Claude to interact with Sleeper fantasy football leagues via MCP tools for roster, waiver, matchup, and transaction queries, plus a dashboard for daily reports, live scoring, and game-day alerts.

Cocos Asset Forge MCP

An MCP server that enables AI-assisted Cocos Creator asset production, generating sprites, animation frames, tilesets, UI assets, sound effects, and music with Cocos-ready output files.

Jenkins MCP Server

A Model Context Protocol (MCP) server that enables AI tools like chatbots to interact with and control Jenkins, allowing users to trigger jobs, check build statuses, and perform other Jenkins operations through natural language.

mcp-stm32cubeide-server

An MCP server that lets AI coding agents drive the full STM32 development loop—code generation, build, flash, debug, serial monitoring, and fault diagnosis—end to end via CubeIDE, CubeMX, CubeProgrammer, OpenOCD, and GDB.

Claude-Gemini Collaborative Integration

Enables seamless real-time collaboration between Claude Code and the Gemini CLI for discussing ideas and refining solutions. It provides tools to initiate collaborative sessions, consult Gemini with context preservation, and access conversation history.

Agent Accountability MCP Server

Logs AI agent actions, computes reliability scores, generates audit reports, detects anomalies, and estimates risk to ensure agent accountability.

OpenChronicle

Local-first memory MCP server that captures macOS screen and app context into persistent Markdown, enabling any tool-capable LLM agent to query its working history.

programmatic-mcp

A meta MCP server that orchestrates other MCP servers by lazily connecting to them and exposing their tools as JavaScript libraries. It allows users to execute JavaScript code that programmatically interacts with multiple MCP servers within a unified environment.

Physics MCP Server

Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.

bharatlas-mcp

Description: Query India's open geo data in natural language. 8 tools: list layers, inspect schemas, filter/group any column, point-in-polygon locate, spatial proximity search, downloads in 5 formats. Covers admin boundaries (state to village), city wards, forests, rivers, dams, hospitals, highways, airports, and more.

grok-video-mcp

MCP server that gives AI agents xAI Grok video generation — submit a prompt, poll the render, download the clip. Works with OpenCode, Claude Desktop, Cursor, VS Code, and any MCP client.

Interactive Automation MCP Server

A comprehensive Model Context Protocol server that enables Claude Code to perform expect/pexpect-style automation for interactive programs, supporting complex interactions with terminal programs, SSH sessions, databases, and debugging workflows.

mcp-legacy-lane

Monitors MCP protocol traffic across legacy and modern lanes, records usage evidence in a durable SQLite ledger, and recommends when the legacy fallback can safely be removed.

BookMarket Research MCP Server Agent

Enables market research and analytics for digital, audio, POD, and ebook publishing by integrating DuckDuckGo search, Gemini API, Supabase, Airtable, Hugging Face, and GitHub.

Gmail MCP Server

Enables Claude to read, search, send, label, and trash emails in any Gmail account via Google's Gmail API, using OAuth2 authentication with automatic token refresh.

playstore-release-mcp

An MCP server that drives Google Play releases: bundle upload, track releases (internal/closed/open/production), listing metadata, store graphics, and review replies.

mcp-weather-sse

An SSE-based MCP server for retrieving real-time weather data for a specified location, supporting current conditions and forecasts.

Purrr Mint MCP

Mints $PURRR tokens by spending $CASHCAT on Robinhood Chain, with a discounted rate for AI agent-initiated mints.

spreadsheet-mcp-app

Enables AI assistants to present interactive spreadsheets within conversations, allowing users to view, edit, import, and export Excel/CSV data directly through the chat interface.