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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

    203

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

    By microsoft

    171,577

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

    By netdata

    80,029

    Up-to-date code docs for any prompt

    By upstash

    60,282

    MCP server for Chrome DevTools

    By ChromeDevTools

    48,551

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

    By microsoft

    35,821

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

    By github

    31,969

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    27,580

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

    By CoplayDev

    13,159

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

    By wonderwhy-er

    9,177

    Extract web data with Firecrawl

    By firecrawl

    7,138

    Official MCP server for Notion API

    By makenotion

    4,572

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

    By basicmachines-co

    3,584

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

    By microsoft

    3,537

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,537

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

    By bytebase

    3,287

    MCP server for interacting with the Supabase platform

    By supabase

    2,851

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

    By apify

    2,573

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

    By brightdata

    2,561

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,297

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

    By microsoft

    1,942

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

    By zereight

    1,875

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

    By figma

    1,852

    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

    1,814

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

    By stripe

    1,718

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,553

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

    By hashicorp

    1,496

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

    By vybenetwork

    1,215

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

    By ihor-sokoliuk

    1,096

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,091

    Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work.

    By atlassian

    939