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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

    75

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

    By microsoft

    85,958

    Up-to-date code docs for any prompt

    By upstash

    43,958

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

    By github

    26,421

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

    By microsoft

    26,366

    MCP server for Chrome DevTools

    By ChromeDevTools

    22,571

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    19,392

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

    By CoplayDev

    5,454

    Extract web data with Firecrawl

    By firecrawl

    5,357

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

    By wonderwhy-er

    5,346

    Official MCP server for Notion API

    By makenotion

    3,801

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

    By microsoft

    2,489

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,432

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

    By bytebase

    1,991

    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

    1,317

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

    By stripe

    1,234

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

    By microsoft

    1,197

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

    By hashicorp

    1,177

    MCP server for advanced web search using Tavily

    By tavily-ai

    1,128

    MongoDB Model Context Protocol Server

    By mongodb-js

    902

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    894

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

    By apify

    731

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

    By elastic

    602

    Next.js development tools MCP server with stdio transport

    By vercel

    562

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    540

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

    By getsentry

    528

    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

    477

    MCP server for monday.com integration.

    By mondaycom

    365

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

    By SonarSource

    363

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

    By Doist

    276

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

    By sunriseapps

    276