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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

    219

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

    By microsoft

    177,171

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

    By netdata

    80,359

    Up-to-date code docs for any prompt

    By upstash

    61,418

    MCP server for Chrome DevTools

    By ChromeDevTools

    50,205

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

    By microsoft

    36,630

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

    By github

    32,608

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    28,651

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

    By CoplayDev

    13,762

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

    By wonderwhy-er

    9,444

    Extract web data with Firecrawl

    By firecrawl

    7,355

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

    By apify

    5,423

    Official MCP server for Notion API

    By makenotion

    4,613

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

    By basicmachines-co

    3,806

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

    By microsoft

    3,625

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,625

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

    By bytebase

    3,431

    MCP server for interacting with the Supabase platform

    By supabase

    2,882

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

    By brightdata

    2,618

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,362

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

    By microsoft

    1,986

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

    By figma

    1,936

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

    By zereight

    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

    1,864

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

    By stripe

    1,780

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

    By patrickchugh

    1,621

    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

    1,513

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

    By vybenetwork

    1,226

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

    By ihor-sokoliuk

    1,179

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,114