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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

    89

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

    By microsoft

    91,075

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

    By netdata

    78,159

    Up-to-date code docs for any prompt

    By upstash

    49,896

    MCP server for Chrome DevTools

    By ChromeDevTools

    30,492

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

    By microsoft

    29,332

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

    By github

    28,089

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    21,841

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

    By CoplayDev

    7,324

    Extract web data with Firecrawl

    By firecrawl

    5,812

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

    By wonderwhy-er

    5,741

    Official MCP server for Notion API

    By makenotion

    4,069

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

    By microsoft

    2,826

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,547

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

    By bytebase

    2,367

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

    By brightdata

    2,223

    A Model Context Protocol (MCP) server for NuGet.

    By NuGet

    1,543

    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

    1,480

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

    By microsoft

    1,440

    MCP server for advanced web search using Tavily

    By tavily-ai

    1,428

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

    By stripe

    1,379

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

    By hashicorp

    1,283

    MongoDB Model Context Protocol Server

    By mongodb-js

    966

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

    By apify

    929

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    902

    Next.js development tools MCP server with stdio transport

    By vercel

    686

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

    By elastic

    630

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

    By getsentry

    603

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    565

    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

    514

    Atlassian Rovo MCP Server

    By atlassian

    467