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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

    54

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

    By microsoft

    84,085

    AI-powered infrastructure monitoring with real-time metrics, logs, alerts, and ML anomaly detection.

    By netdata

    76,949

    Up-to-date code docs for any prompt

    By upstash

    38,954

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

    By github

    25,046

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

    By microsoft

    24,174

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    16,981

    MCP server for Chrome DevTools

    By ChromeDevTools

    16,239

    Extract web data with Firecrawl

    By firecrawl

    5,041

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

    By CoplayDev

    4,197

    Official MCP server for Notion API

    By makenotion

    3,565

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,313

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

    By microsoft

    2,274

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

    By stripe

    1,148

    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

    1,118

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

    By hashicorp

    1,090

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

    By microsoft

    1,077

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    879

    MongoDB Model Context Protocol Server

    By mongodb-js

    848

    Apify MCP server provides access to a marketplace for web scraping and data extraction tools.

    By apify

    625

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

    By elastic

    561

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    524

    Retrieve and analyze application errors and performance issues from Sentry projects.

    By getsentry

    466

    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

    439

    MCP server for monday.com integration.

    By mondaycom

    344

    Local image processing with computer vision capabilities including object detection, OCR, image editing, and transformations.

    By sunriseapps

    245

    An experimental MCP server implementation for Azure AI Foundry that exposes unified tools for models, knowledge, evaluation and deployment.

    By azure-ai-foundry

    226

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

    By Doist

    207

    Model Context Protocol server for Dynatrace - access logs, events, metrics from Dynatrace via MCP.

    By dynatrace-oss

    181

    Access Hugging Face models, datasets, Spaces, papers, collections via MCP.

    By huggingface

    158

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    128