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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

    68

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

    By microsoft

    85,443

    Up-to-date code docs for any prompt

    By upstash

    42,647

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

    By github

    26,091

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

    By microsoft

    25,863

    MCP server for Chrome DevTools

    By ChromeDevTools

    21,634

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    18,892

    Extract web data with Firecrawl

    By firecrawl

    5,299

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

    By CoplayDev

    5,116

    Official MCP server for Notion API

    By makenotion

    3,749

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

    By microsoft

    2,453

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,403

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

    By bytebase

    1,932

    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

    1,294

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

    By stripe

    1,200

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

    By microsoft

    1,159

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

    By hashicorp

    1,157

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    891

    MongoDB Model Context Protocol Server

    By mongodb-js

    891

    Apify MCP Server providing access to thousands of web scraping and automation tools from Apify Store

    By apify

    704

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

    By elastic

    597

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    535

    Next.js development tools MCP server with stdio transport

    By vercel

    531

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

    By getsentry

    509

    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

    469

    MCP server for monday.com integration.

    By mondaycom

    362

    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

    257

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

    By microsoft-foundry

    230

    Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.

    By atlassian

    215

    Model Context Protocol server for Dynatrace - access logs, events, metrics from Dynatrace via MCP.

    By dynatrace-oss

    191