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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

    187,040

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

    By netdata

    80,653

    Up-to-date code docs for any prompt

    By upstash

    62,427

    MCP server for Chrome DevTools

    By ChromeDevTools

    52,608

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

    By microsoft

    37,569

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

    By github

    33,201

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    29,806

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

    By CoplayDev

    14,486

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

    By wonderwhy-er

    9,749

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

    By apify

    8,499

    Extract web data with Firecrawl

    By firecrawl

    7,514

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

    By jgraph

    5,517

    Official MCP server for Notion API

    By makenotion

    4,646

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

    By basicmachines-co

    4,041

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

    By microsoft

    3,713

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,713

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

    By bytebase

    3,567

    MCP server for interacting with the Supabase platform

    By supabase

    2,922

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

    By brightdata

    2,657

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,407

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

    By Appllama

    2,075

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

    By microsoft

    2,030

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

    By figma

    2,022

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

    By zereight

    2,004

    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

    1,909

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

    By stripe

    1,833

    Cloud architecture diagrams with official AWS, Azure and GCP icons, from Terraform or a JSON graph.

    By patrickchugh

    1,639

    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

    1,534

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

    By vybenetwork

    1,382