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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

    251

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

    By microsoft

    178,123

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

    By netdata

    80,430

    Up-to-date code docs for any prompt

    By upstash

    61,614

    MCP server for Chrome DevTools

    By ChromeDevTools

    50,898

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

    By microsoft

    36,797

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

    By github

    32,713

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    28,813

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

    By CoplayDev

    13,918

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

    By wonderwhy-er

    9,481

    Extract web data with Firecrawl

    By firecrawl

    7,393

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

    By apify

    5,952

    Official MCP server for Notion API

    By makenotion

    4,622

    Local-first knowledge management with bi-directional LLM sync via Markdown files.

    By basicmachines-co

    3,855

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

    By microsoft

    3,641

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,641

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

    By bytebase

    3,458

    MCP server for interacting with the Supabase platform

    By supabase

    2,890

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

    By brightdata

    2,632

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,370

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

    By microsoft

    1,998

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

    By figma

    1,958

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

    By zereight

    1,953

    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

    1,873

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

    By stripe

    1,790

    Cloud architecture diagrams generated from terraform plan, with official AWS, Azure, GCP icons

    By patrickchugh

    1,625

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,554

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

    By hashicorp

    1,522

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

    By vybenetwork

    1,227

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

    By ihor-sokoliuk

    1,199

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,122