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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.

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    All MCP servers

    53

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

    By microsoft

    83,351

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

    By netdata

    76,831

    Up-to-date code docs for any prompt

    By upstash

    38,070

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

    By github

    24,763

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

    By microsoft

    23,693

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    16,482

    MCP server for Chrome DevTools

    By ChromeDevTools

    15,479

    Extract web data with Firecrawl

    By firecrawl

    4,995

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

    By CoplayDev

    4,026

    Official MCP server for Notion API

    By makenotion

    3,531

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,289

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

    By microsoft

    2,222

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

    By stripe

    1,128

    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

    1,094

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

    By hashicorp

    1,073

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

    By microsoft

    1,049

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    867

    MongoDB Model Context Protocol Server

    By mongodb-js

    833

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

    By apify

    589

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

    By elastic

    554

    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

    444

    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

    427

    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

    241

    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

    199

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

    By dynatrace-oss

    176

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

    By huggingface

    150

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    127
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