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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

    50

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

    By microsoft

    83,102

    Up-to-date code docs for any prompt

    By upstash

    37,435

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

    By github

    24,573

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

    By microsoft

    23,394

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    16,161

    MCP server for Chrome DevTools

    By ChromeDevTools

    14,890

    Extract web data with Firecrawl

    By firecrawl

    4,939

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

    By CoplayDev

    3,889

    Official MCP server for Notion API

    By makenotion

    3,494

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,275

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

    By microsoft

    2,178

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

    By stripe

    1,115

    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

    1,074

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

    By hashicorp

    1,061

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

    By microsoft

    1,021

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    864

    MongoDB Model Context Protocol Server

    By mongodb-js

    824

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

    By apify

    573

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

    By elastic

    551

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    520

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

    By getsentry

    430

    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

    425

    MCP server for monday.com integration.

    By mondaycom

    334

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

    By sunriseapps

    240

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

    By azure-ai-foundry

    222

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

    By Doist

    189

    Manage and interact with the Dynatrace Platform for real-time observability and monitoring.

    By dynatrace-oss

    174

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

    By huggingface

    139

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    126

    A basic MCP server to operate on the Postman API.

    By postmanlabs

    101