Discover Awesome MCP Servers

Godot MCP

Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools for project scaffolding, scene manipulation, and engine interaction. It supports full game development workflows including node editing, script attachment, and project execution with debugging capabilities.

Jira Context MCP Server

Integrates Jira with Cursor IDE for AI-powered issue management, sprint tracking, library vulnerability analysis, and MySQL database queries through natural language.

Membro

Membro is a local-first memory service for AI assistants, providing MCP tools to recall ranked memories, search history, save memory notes, and retrieve a profile summary. Everything is stored in a local SQLite file with per-fact provenance and a review queue.

UMLmcp

Enables users to generate PlantUML code for UML Class and Sequence diagrams using Google Gemini AI. Supports both domain JSON input and free text descriptions to create structured UML diagrams.

image-tiler-mcp-server

MCP server that gives LLMs full-resolution vision by tiling images and capturing web pages before details are lost.

mui-mcp-cloudflare

Provides AI assistants with 6 tools to access Material UI component documentation, enabling consistent and well-designed React application development.

MCP Research Pipeline

A stage-gated MCP server for processing academic papers, enabling sequential extraction of paper sections, methodology, results, and report generation through a controlled workflow with enforced tool visibility across stages.

android-device-mcp

Provides comprehensive Android device management capabilities through ADB, including device management, app management, file operations, and system monitoring.

langchain-mcp-user-query-demo

A demonstrative MCP server that exposes a query-user tool for retrieving user info by ID, integrated with LangChain for agent-driven model reasoning and tool calls.

Development Tools MCP Server

Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

VTION E-Commerce MCP Server

Provides secure, read-only access to VTION e-commerce analytics data through MCP protocol. Enables AI agents to query PostgreSQL databases, discover schemas, and analyze product, order, and customer data with automatic query validation and parallel execution.

imf-mcp-server

Query IMF SDMX 3.0 macroeconomic data — hundreds of dataflows across 190 countries, including WEO projections, BOP, CPI, exchange rates, and national accounts — via MCP tools and resources.

primer

An MCP server that provides an open, local-first record of a child's learning, enabling an AI tutor to read, teach from, and update the child's knowledge, interests, and progress.

mcp-jira-python

MCP server for JIRA integration enabling issue management, search, comments, and linking via natural language.

Connection-Key MCP Server

MCP server for Cursor IDE offering tools for Human Design chart analysis, partner matching, n8n workflow management, and utility functions like UUID generation and calculation.

gmail-mcp

An MCP server that enables management of Gmail messages, threads, labels, and drafts through OAuth2 authentication via the Dedalus framework. It allows users to perform operations like searching messages, sending emails, and organizing conversations using the Gmail API.

rs-mcp-lunar

Enables BaZi and Zi Wei Dou Shu calculations through a stateless MCP server deployed on Cloudflare Workers, providing tools like bazi_chart and ziwei_chart with Markdown-only results.

JobSpy MCP Server

Servidor MCP para buscar empregos em múltiplas plataformas de anúncios de emprego.

SAGE

Local-first MCP server and CLI wrapper for AI coding agents. SAGE routes shell commands through a tracked local runner, stores command history on the user’s machine, and returns compressed terminal output to reduce noisy context.

pm-claude-skills-mcp

In Anthropic's official Claude plugin directory · 400 professional Agent Skills (PRDs, launches, compliance, CVs & more) for Claude, ChatGPT, Gemini, Cursor & Codex. Try free in-browser, or 'npx pm-claude-skills add'

mcp-proofjson

A local MCP server that integrates ProofJSON to assess invoices before payment, providing allow/review/block decisions with confidence scores and verification capabilities.

Jupyter MCP Server

Enables AI agents to interact with Jupyter notebooks via MCP tools for querying, modifying, executing, and setting up notebooks, with state preservation and real-time collaboration.

MS Graph MCP Server

Enables AI assistants to securely operate Microsoft 365 services, including Outlook email drafting/sending, Teams messaging, and user profile retrieval, through MCP over Streamable HTTP. Deployable on Google Cloud Run with managed authentication via Microsoft Entra ID.

jobs-mcp

Enables searching for job opportunities across multiple platforms like Upwork, RemoteOK, and GitHub while automatically generating tailored application proposals based on keyword scoring. It includes tools for scanning all sources simultaneously and managing a professional profile for quick reference during applications.

ikea-mcp

Read-only MCP server for IKEA product search and in-store stock lookup.

opennews-mcp

Crypto news aggregation MCP server with AI ratings, trading signals, and real-time updates. Enables searching, filtering, and subscribing to news from various sources.

qwen-harness-mcp

Exposes Qwen AI Token Plan's harness tools (web search, web extraction, code interpreter, text-to-image, and image-to-image search) as MCP tools. It enables agents to perform real-time web searches, extract webpage content, execute code in a sandbox, and search images by text or image queries.

cursor-usage

AI coding usage analytics — track spend, model usage, and costs across Cursor and Claude Code sessions.

MCP Spec Generator

Converts user story documents (from Notion, Google Docs, PDFs, etc.) into structured spec.md files following the SPEC_KIT_TEMPLATE format, ready for development teams.

Midnight MCP Server

An MCP server with comprehensive CI/CD workflows including unit tests, integration tests, and end-to-end validation. Features automated testing across multiple Node.js versions with coverage reporting and linting validation.