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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

    177,338

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

    By netdata

    80,375

    Up-to-date code docs for any prompt

    By upstash

    61,440

    MCP server for Chrome DevTools

    By ChromeDevTools

    50,261

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

    By microsoft

    36,656

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

    By github

    32,625

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    28,685

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

    By CoplayDev

    13,781

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

    By wonderwhy-er

    9,451

    Extract web data with Firecrawl

    By firecrawl

    7,358

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

    By apify

    5,485

    Official MCP server for Notion API

    By makenotion

    4,616

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

    By basicmachines-co

    3,818

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

    By microsoft

    3,627

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,627

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

    By bytebase

    3,434

    MCP server for interacting with the Supabase platform

    By supabase

    2,884

    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

    2,364

    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

    1,940

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

    By zereight

    1,934

    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

    1,867

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

    By stripe

    1,781

    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

    1,515

    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

    1,181

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,116
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