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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

    53

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

    By microsoft

    83,455

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

    By netdata

    76,866

    Up-to-date code docs for any prompt

    By upstash

    38,300

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

    By github

    24,842

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

    By microsoft

    23,766

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    16,577

    MCP server for Chrome DevTools

    By ChromeDevTools

    15,694

    Extract web data with Firecrawl

    By firecrawl

    5,003

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

    By CoplayDev

    4,052

    Official MCP server for Notion API

    By makenotion

    3,542

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,297

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

    By microsoft

    2,240

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

    By stripe

    1,134

    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

    1,096

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

    By hashicorp

    1,078

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

    By microsoft

    1,053

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    867

    MongoDB Model Context Protocol Server

    By mongodb-js

    836

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

    By apify

    597

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

    By elastic

    555

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    521

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

    By getsentry

    451

    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

    429

    MCP server for monday.com integration.

    By mondaycom

    341

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

    By sunriseapps

    243

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

    By azure-ai-foundry

    224

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

    By Doist

    203

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

    By dynatrace-oss

    177

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

    By huggingface

    155

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    127