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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

    161

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

    By microsoft

    169,383

    Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

    By netdata

    79,873

    Up-to-date code docs for any prompt

    By upstash

    59,821

    MCP server for Chrome DevTools

    By ChromeDevTools

    47,685

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

    By microsoft

    35,533

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

    By github

    31,759

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    27,008

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

    By CoplayDev

    12,876

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

    By wonderwhy-er

    8,878

    Extract web data with Firecrawl

    By firecrawl

    7,055

    Official MCP server for Notion API

    By makenotion

    4,557

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

    By microsoft

    3,505

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,505

    Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

    By bytebase

    3,235

    MCP server for interacting with the Supabase platform

    By supabase

    2,833

    Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

    By brightdata

    2,539

    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

    By apify

    2,282

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,262

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

    By microsoft

    1,913

    GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.

    By zereight

    1,845

    The Figma MCP server brings Figma design context directly into your AI workflow.

    By figma

    1,813

    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

    1,796

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

    By stripe

    1,710

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,553

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

    By hashicorp

    1,483

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,088

    MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

    By ihor-sokoliuk

    1,081

    Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools.

    By vybenetwork

    995

    Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

    By atlassian

    910

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    909