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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

    90,965

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

    By netdata

    78,134

    Up-to-date code docs for any prompt

    By upstash

    49,720

    MCP server for Chrome DevTools

    By ChromeDevTools

    30,240

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

    By microsoft

    29,260

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

    By github

    28,054

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

    By CoplayDev

    7,279

    Extract web data with Firecrawl

    By firecrawl

    5,806

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

    By wonderwhy-er

    5,730

    Official MCP server for Notion API

    By makenotion

    4,063

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,542

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

    By bytebase

    2,350

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

    By brightdata

    2,216

    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

    1,473

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

    By microsoft

    1,430

    MCP server for advanced web search using Tavily

    By tavily-ai

    1,416

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

    By stripe

    1,376

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

    By hashicorp

    1,279

    MongoDB Model Context Protocol Server

    By mongodb-js

    965

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

    By apify

    920

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    900

    Next.js development tools MCP server with stdio transport

    By vercel

    682

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

    By elastic

    628

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

    By getsentry

    602

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    564

    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

    457

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

    By figma

    431

    A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf.

    By Doist

    390