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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

    142

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

    By microsoft

    164,620

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

    By netdata

    79,580

    Up-to-date code docs for any prompt

    By upstash

    58,868

    MCP server for Chrome DevTools

    By ChromeDevTools

    46,611

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

    By microsoft

    34,925

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

    By github

    31,341

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    26,298

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

    By CoplayDev

    12,312

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

    By wonderwhy-er

    6,994

    Extract web data with Firecrawl

    By firecrawl

    6,903

    Official MCP server for Notion API

    By makenotion

    4,511

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

    By microsoft

    3,439

    MCP tools for interacting with Microsoft Fabric

    By microsoft

    3,439

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

    By bytebase

    3,137

    MCP server for interacting with the Supabase platform

    By supabase

    2,797

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

    By brightdata

    2,493

    MCP server for advanced web search using Tavily

    By tavily-ai

    2,200

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

    By microsoft

    1,885

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

    By apify

    1,798

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

    By zereight

    1,782

    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

    1,766

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

    By figma

    1,734

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

    By stripe

    1,651

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,552

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

    By hashicorp

    1,463

    MongoDB Model Context Protocol Server

    By mongodb-js

    1,076

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

    By ihor-sokoliuk

    1,028

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    910

    SQL-native query and provisioning engine for cloud infrastructure, served over MCP.

    By stackql

    861

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

    By atlassian

    847