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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

    162

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

    By microsoft

    169,688

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

    By netdata

    79,889

    Up-to-date code docs for any prompt

    By upstash

    59,893

    MCP server for Chrome DevTools

    By ChromeDevTools

    47,731

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

    By microsoft

    35,563

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

    By github

    31,787

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    27,083

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

    By CoplayDev

    12,911

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

    By wonderwhy-er

    8,910

    Extract web data with Firecrawl

    By firecrawl

    7,063

    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

    3,509

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,509

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

    By bytebase

    3,242

    MCP server for interacting with the Supabase platform

    By supabase

    2,836

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

    By brightdata

    2,542

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

    By apify

    2,324

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,265

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

    By microsoft

    1,915

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

    By zereight

    1,848

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

    By figma

    1,815

    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

    1,797

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

    By stripe

    1,711

    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

    1,482

    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

    1,084

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

    By vybenetwork

    1,023

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

    By atlassian

    912

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    909