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Connect models to the real world

Servers and tools from the community that connect models to files, APIs, databases, and more.

    All MCP servers

    73

    Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.

    By microsoft

    85,517

    Up-to-date code docs for any prompt

    By upstash

    42,896

    Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

    By github

    26,146

    Automate web browsers using accessibility trees for testing and data extraction.

    By microsoft

    25,979

    MCP server for Chrome DevTools

    By ChromeDevTools

    21,858

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    19,006

    Extract web data with Firecrawl

    By firecrawl

    5,307

    MCP server for terminal commands, file operations, and process management

    By wonderwhy-er

    5,295

    Control the Unity Editor from MCP clients via a Unity bridge + local Python server.

    By CoplayDev

    5,216

    Official MCP server for Notion API

    By makenotion

    3,761

    All Azure MCP tools to create a seamless connection between AI agents and Azure services.

    By microsoft

    2,461

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,414

    Minimal Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

    By bytebase

    1,952

    Enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation.

    By MicrosoftDocs

    1,300

    MCP server integrating with Stripe - tools for customers, products, payments, and more.

    By stripe

    1,216

    Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search.

    By microsoft

    1,169

    Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

    By hashicorp

    1,161

    MongoDB Model Context Protocol Server

    By mongodb-js

    895

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    891

    Apify MCP server provides access to a marketplace for web scraping and data extraction tools.

    By apify

    707

    MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.

    By elastic

    598

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    537

    Next.js development tools MCP server with stdio transport

    By vercel

    536

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

    By getsentry

    515

    Provides data retrieval capabilities powered by Chroma, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, metadata filtering, and more.

    By chroma-core

    472

    MCP server for monday.com integration.

    By mondaycom

    362

    An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.

    By SonarSource

    356

    Local image processing with computer vision capabilities including object detection, OCR, image editing, and transformations.

    By sunriseapps

    270

    A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf.

    By Doist

    262

    An experimental MCP server implementation for Azure AI Foundry that exposes unified tools for models, knowledge, evaluation and deployment.

    By microsoft-foundry

    230