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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

    81

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

    By microsoft

    87,496

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

    By netdata

    77,833

    Up-to-date code docs for any prompt

    By upstash

    46,473

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

    By microsoft

    27,492

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

    By github

    27,138

    MCP server for Chrome DevTools

    By ChromeDevTools

    26,366

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    20,479

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

    By CoplayDev

    6,115

    Extract web data with Firecrawl

    By firecrawl

    5,559

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

    By wonderwhy-er

    5,501

    Official MCP server for Notion API

    By makenotion

    3,913

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

    By microsoft

    2,640

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,478

    Minimal Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

    By bytebase

    2,159

    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

    1,380

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

    By stripe

    1,296

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

    By microsoft

    1,294

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

    By hashicorp

    1,239

    MCP server for advanced web search using Tavily

    By tavily-ai

    1,225

    MongoDB Model Context Protocol Server

    By mongodb-js

    920

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    899

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

    By apify

    797

    Next.js development tools MCP server with stdio transport

    By vercel

    642

    MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.

    By elastic

    612

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

    By getsentry

    565

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    554

    Provides data retrieval capabilities powered by Chroma, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, metadata filtering, and more.

    By chroma-core

    494

    An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.

    By SonarSource

    390

    MCP server for monday.com integration.

    By mondaycom

    376

    Atlassian Rovo MCP Server

    By atlassian

    340