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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

    83,075

    Get up-to-date, version-specific documentation and code examples from any library or framework.

    By upstash

    37,371

    Official GitHub MCP Server that connects AI tools directly to GitHub's platform. Enables AI agents to read repositories, manage issues and PRs, analyze code, and automate workflows through natural language interactions.

    By github

    24,563

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

    By microsoft

    23,371

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    16,124

    Lets your coding agent (such as Gemini, Claude, Cursor or Copilot) control and inspect a live Chrome browser.

    By ChromeDevTools

    14,838

    Extract web data with Firecrawl

    By firecrawl

    4,932

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

    By CoplayDev

    3,882

    Official MCP server for Notion API

    By makenotion

    3,489

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,273

    Production-ready MCP server connecting AI agents with 40+ Azure services including AI Foundry, AI Search, App Service, Storage, databases, and monitoring tools

    By microsoft

    2,175

    Interact with Stripe API

    By stripe

    1,112

    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

    1,073

    Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform

    By hashicorp

    1,059

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

    By microsoft

    1,018

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    864

    A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

    By mongodb-js

    823

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

    By apify

    569

    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

    429

    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

    423

    Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.

    By mondaycom

    334

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

    By sunriseapps

    238

    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

    Interact with Azure Kubernetes Service (AKS) from MCP clients.

    By Azure

    100