MCP

Catalog of official Microsoft MCP server implementations. Access Azure, Microsoft 365, Dynamics 365, Power Platform, and

Connect Supabase projects to AI with Supabase MCP Server. Standardize LLM communication for secure, efficient developmen

Convert almost anything to Markdown. Transforms PDFs, images, web pages, DOCX, XLSX, and other formats into clean Markdo

Control Ableton Live for advanced music production—track creation, MIDI editing, playback, and sound design. Perfect for

Boost Postgres performance with Postgres MCP Pro—AI-driven index tuning, health checks, and safe, intelligent SQL optimi

Completely free, private, UI-based tech documentation MCP server. Extract and search documentation from any website for

Empower your workflows with Perplexity Ask MCP Server—seamless integration of AI research tools for real-time, accurate

OpenDia is a web based diagram tool enabling real-time collaborative diagram creation and editing via easy-to-use web in

Security scanner for AI agents, MCP servers, and agent skills. Automatically scan code for vulnerabilities, license issu

Use iOS Simulator for testing with tools like UI interaction and device info retrieval. Perfect as an iPhone emulator fo

Edit PDF and DOC files online with Office Word. Access advanced text formatting, table editing, and image scaling in you

Solana Agent Kit: Easily deploy tokens, mint NFTs, and manage DeFi & cross-chain tasks with Solana integration in chat i

Polar offers a remote MCP server that you can connect to from most AI clients.

pg-aiguide — Version-aware PostgreSQL docs and best practices tailored for AI coding assistants. Improve queries, migrat

MCP Installer simplifies dynamic installation and configuration of additional MCP servers. Get started easily with MCP I

Boost your productivity by managing Azure DevOps projects, pipelines, and repos in VS Code. Streamline dev workflows wit

Tavily Search offers real-time web search and content extraction, perfect for research, aggregation, and endnote online

Securely join MySQL databases with Read MySQL for read-only query access and in-depth data analysis.

DeepWiki converts deepwiki.com pages into clean Markdown, with fast, secure extraction—perfect as a PDF text, page, or i

Qdrant is a powerful vector database for AI systems to store and retrieve vector-based memories with advanced vector sea

Empower your Unity projects with Unity-MCP: AI-driven control, seamless integration, and advanced workflows within the U

Supercharge AI platforms with Azure MCP Server for seamless Azure API Management and resource automation. Public Preview

Easily retrieve swift language documentation from GitHub, NPM, PyPI, and web pages with accurate, up-to-date references

Control any ROS1 or ROS2 robot with natural language using ROS MCP Server—AI-powered, code-free, real-time monitoring an

Boost AI coding agents with Ref Tools—efficient documentation access for faster, smarter code generation than GitHub Cop

Deploy, monitor, and manage cloud based DBMS and cloud database management tasks on Tencent CloudBase with AI-powered to

Connect MongoDB databases to chat interfaces. Manage AWS with MongoDB, explore Atlas cost, and inspect collections secur

mcp-jetbrains: secure IDE proxy server for JetBrains IDE and JetBrains Gateway — fast, seamless remote development in yo

LLMS.txt Documentation: Easily fetch and parse llms.txt files to provide instant AI-driven documentation lookup during c

Easily convert your OpenAPI specification into usable MCP endpoints with OpenAPI Proxy. Streamline API integration and b

Voice MCP powers two-way voice apps with Google Cloud Speech to Text, Speech Recognition, and Text to Speech API for acc

Interact with Kubernetes resources using natural language instead of complex kubectl commands. Simplify cluster manageme

Async browser automation server using GPT-4o for remote web navigation, extraction, and tasks. Ideal for Selenium softwa

Acemcp: semantic code search across codebases with incremental indexing. Find relevant snippets, file paths and line num

Context Portal: Manage project memory with a database-backed system for decisions, tracking, and semantic search via a k

Octocode seamlessly integrates with GitHub CLI and npm for fast code discovery, repo analysis, and commit tracking with

Easily integrate and debug Sentry APIs with sentry-mcp, a flexible MCP middleware for cloud and self-hosted setups.

Leverage structured decision making and advanced problem solving techniques for step-by-step analysis and adaptive strat

Deploy and manage MCP-compatible AI apps on Google Cloud Run — automate Cloud Run deployments, list services, and manage

Streamline terminal workflows by executing shell commands directly in the active iTerm tab for fast automation and produ

Integrate AI assistants with Feishu/Lark's collaboration tools using the official Node.js SDK for seamless productivity

Convert files easily with File Format Converter (Pandoc): transform PDF, HTML, Markdown, HEIC to JPG, JPG to PDF, and mo

dbt bridges data build tool resources and natural language, enabling top BI software features, metadata discovery, and d

Integrates MotherDuck and local DuckDB for flexible querying and analysis of structured data in MCP-compatible environme

Docfork delivers up-to-date documentation and code examples for any software library, enhancing your config management t

AppleScript MCP server lets AI execute apple script on macOS, accessing Notes, Calendar, Contacts, Messages & Finder via

Guide your software projects with structured prompts from requirements to code using the waterfall development model and

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API

Integrate Baidu Maps API for geocoding, route planning, and location search within the Baidu Maps ecosystem.

Automate web browser actions efficiently using Selenium WebDriver for robust testing with Selenium on Python and seamles

Interact with X (formerly Twitter) using the Twitter API to post tweets, search content, and explore Twitter API pricing

Leverage Graphlit for seamless natural language processing and data retrieval within the Graphlit platform ecosystem.

EVM Blockchain connects with Ethereum, Optimism, Arbitrum, and Base for token transfers, smart contract data, and ENS na

Convert Figma designs into clean HTML & CSS with customizable file paths and organization—fast, accurate code generation

AkTools MCP Server — comprehensive stock market data and crypto market data with price history, technical indicators, fi

Devopness — Deploy apps and infrastructure to any cloud provider in minutes. Fast, reliable multi-cloud deployments for

Interact with the Base blockchain using the Coinbase API for wallet management, transfers, and smart contract deployment

Mapbox: Geospatial intelligence — fast geocoding API, POI search API, routing API and isochrones for location-aware apps

Analyze lrcx stock in real-time with Investor Agent using yfinance and CNN data for portfolio and market sentiment insig

Apple Shortcuts Server — seamless Shortcuts automation and Shortcuts integration for MCP servers. Trigger workflows, run

Everything Search integrates with the Everything SDK for fast file searches and metadata retrieval on Windows. Try the u

FinLab AI — quantitative trading toolkit with extensive data access, backtesting platform, and algorithmic trading tools

Easily debug Node.js with real-time breakpoints and variable inspection directly in your conversation using Node.js Debu

Analyze Python, Go, and TypeScript code locally to automatically generate IAM policies and AWS IAM permissions for least

DeepSeek offers an AI-powered chatbot and writing assistant for chat completions, writing help, and code generation with

Dot AI (Kubernetes Deployment) streamlines and automates Kubernetes deployment with intelligent guidance and vector sear

LLM Code Context boosts code reviews and documentation with smart file selection, code outlining, and multi-language sup

Unlock powerful image manipulation with ImageSorcery: resize, crop, detect objects, and perform optical character recogn

Orchestrate complex problem-solving with our multi agent system—specialized agents offer deep, structured, and parallel

Playwright is your browser automation studio for powerful web and visual tasks. Achieve advanced playwright testing and

Omnisearch unifies search by selecting top providers like Tavily, Brave, and Perplexity for flexible, enhanced content r

Ultra (Multi-AI Provider) unifies OpenAI, Gemini, and Azure models, tracking usage, estimating costs, and offering 9 dev

Securely control Windows command-line interfaces with Windows CLI. Supports mobaxterm, dism commands, cmd command, and m

Qdrant Docs Rag offers real-time documentation context using vector-based search and retrieval with Qdrant for efficient

EpicShop Workshop — AI assistant instructor for Epic Workshop repos (EpicReact.dev, EpicWeb.dev, EpicAI.pro). Fast help,

Foundry Toolkit: Deploy, test, and analyze smart contracts on EVM networks and local Anvil with powerful blockchain dev

Run Python code online or compile Java programs easily with Code Runner. Test code in 30+ languages instantly in your br

Interact with and view tmux session content easily. Use Tmux MCP for tmux commands like tmux list sessions and more.

Maigret OSINT offers open source intelligence tools to find user info across social networks. Boost your OSINT intellige

ForeverVM — run long-running Python REPL sessions on a remote machine. Keep persistent, secure Python processes for deve

antd-components-mcp — 一站式 Ant Design 组件查询服务，提供组件文档、API 文档、代码示例与更新日志，快速查找与实战参考。

Lokka (Microsoft Graph) — Conversational bridge to manage Microsoft 365 tenants via natural language, no complex API cal

Use CLI to execute system commands and scripts directly on your host using a powerful cli command line interface. Ideal

Transform your notes with Markdown Mindmap—convert Markdown into interactive mind maps for organized, visual knowledge r

Claude Historian is a free AI search engine offering advanced search, file context, and solution discovery in Claude Cod

TaskManager streamlines project tracking and time management with efficient task queues, ideal for managing projects sof

Xero enables seamless financial data integration and accounting operations via xero software and OAuth2 for automated wo

Integrate with Google Drive and GCloud Storage via Google Cloud Platform for seamless access to Compute Engine, BigQuery

Hotnews (Chinese Social) aggregates real-time trending topics from major Chinese social platforms and news sites for up-

GistPad (GitHub Gists) turns gists into a powerful knowledge management system for daily notes and versioned content.

Seamlessly integrate with Odoo ERP for advanced business record management, automation, and secure data workflows via XM

Empower AI agents for efficient API automation in Postman for API testing. Streamline workflows and boost productivity w

Unlock AI-powered automation for Postman for API testing. Streamline workflows, code sync, and team collaboration with f

Access Svelte documentation, code analysis, and autofix tools for Svelte 5 & SvelteKit. Improve projects with smart migr

Streamline payments with PayPal Agent Toolkit — AI-driven agent integration for secure, automated PayPal services and fa

Integrate seamlessly with the Mux Video and Data Platform for easy video uploads, live stream control, analytics, and pe

Strudel Live Coding offers real-time music generation in your browser with 40+ tools for pattern creation, theory, and l

Discover Search1API for web searches, news API, and newspaper API capabilities. Power content extraction and stay inform

Execute secure shell commands and manage scp command line Linux tasks with CLI Secure's strict security policies. Protec

Boost AI assistants with a unified DataForSEO MCP server interface. This project offers modular tools—SERP, Keywords, Ba