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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

    58

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

    By microsoft

    84,678

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

    By netdata

    77,148

    Up-to-date code docs for any prompt

    By upstash

    40,152

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

    By github

    25,446

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

    By microsoft

    24,798

    MCP server for Chrome DevTools

    By ChromeDevTools

    17,968

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    17,737

    Extract web data with Firecrawl

    By firecrawl

    5,131

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

    By CoplayDev

    4,435

    Official MCP server for Notion API

    By makenotion

    3,627

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

    By microsoft

    2,353

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,348

    Minimal Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB

    By bytebase

    1,792

    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

    1,217

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

    By stripe

    1,171

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

    By microsoft

    1,108

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

    By hashicorp

    1,106

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    881

    MongoDB Model Context Protocol Server

    By mongodb-js

    867

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

    By apify

    659

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

    By elastic

    579

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    531

    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

    450

    MCP server for monday.com integration.

    By mondaycom

    351

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

    By sunriseapps

    260

    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

    224

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

    By dynatrace-oss

    184

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

    By huggingface

    169

    Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.

    By atlassian

    162