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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

    252

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

    By microsoft

    183,874

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

    By netdata

    80,515

    Up-to-date code docs for any prompt

    By upstash

    61,996

    MCP server for Chrome DevTools

    By ChromeDevTools

    51,910

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

    By microsoft

    37,091

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

    By github

    32,923

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    29,306

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

    By CoplayDev

    14,211

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

    By wonderwhy-er

    9,572

    Extract web data with Firecrawl

    By firecrawl

    7,452

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

    By apify

    7,073

    Official MCP server for Notion API

    By makenotion

    4,632

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

    By basicmachines-co

    3,955

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

    By microsoft

    3,676

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,676

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

    By bytebase

    3,511

    MCP server for interacting with the Supabase platform

    By supabase

    2,907

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

    By brightdata

    2,640

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,380

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

    By microsoft

    2,012

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

    By figma

    1,986

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

    By zereight

    1,969

    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

    1,888

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

    By stripe

    1,804

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

    By Appllama

    1,664

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

    By patrickchugh

    1,632

    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

    1,526

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

    By ihor-sokoliuk

    1,233

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

    By vybenetwork

    1,221