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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

    72

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

    By microsoft

    85,946

    Up-to-date code docs for any prompt

    By upstash

    43,911

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

    By github

    26,405

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

    By microsoft

    26,347

    MCP server for Chrome DevTools

    By ChromeDevTools

    22,547

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    19,349

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

    By CoplayDev

    5,453

    Extract web data with Firecrawl

    By firecrawl

    5,354

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

    By wonderwhy-er

    5,342

    Official MCP server for Notion API

    By makenotion

    3,800

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

    By microsoft

    2,486

    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

    1,989

    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

    1,315

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

    By stripe

    1,231

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

    By microsoft

    1,195

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

    By hashicorp

    1,176

    MongoDB Model Context Protocol Server

    By mongodb-js

    901

    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

    730

    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

    525

    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

    476

    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

    361

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

    By sunriseapps

    276

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

    By Doist

    274

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

    By microsoft-foundry

    231