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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

    288

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

    By microsoft

    186,551

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

    By netdata

    80,626

    Up-to-date code docs for any prompt

    By upstash

    62,351

    MCP server for Chrome DevTools

    By ChromeDevTools

    52,506

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

    By microsoft

    37,495

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

    By github

    33,138

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    29,738

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

    By CoplayDev

    14,426

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

    By wonderwhy-er

    9,715

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

    By apify

    8,146

    Extract web data with Firecrawl

    By firecrawl

    7,502

    Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.

    By jgraph

    5,497

    Official MCP server for Notion API

    By makenotion

    4,644

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

    By basicmachines-co

    4,028

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

    By microsoft

    3,702

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,702

    Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite

    By bytebase

    3,555

    MCP server for interacting with the Supabase platform

    By supabase

    2,918

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

    By brightdata

    2,655

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,400

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

    By microsoft

    2,027

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

    By figma

    2,015

    Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

    By Appllama

    2,006

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

    By zereight

    1,999

    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

    1,899

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

    By stripe

    1,829

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

    By patrickchugh

    1,636

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,555

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

    By hashicorp

    1,532

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

    By vybenetwork

    1,354