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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

    62

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

    By microsoft

    85,053

    Up-to-date code docs for any prompt

    By upstash

    41,230

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

    By github

    25,721

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

    By microsoft

    25,232

    MCP server for Chrome DevTools

    By ChromeDevTools

    19,198

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    18,311

    Extract web data with Firecrawl

    By firecrawl

    5,224

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

    By CoplayDev

    4,674

    Official MCP server for Notion API

    By makenotion

    3,667

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

    By microsoft

    2,398

    MCP server for interacting with the Supabase platform

    By supabase-community

    2,371

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

    By bytebase

    1,864

    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

    1,261

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

    By stripe

    1,187

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

    By microsoft

    1,130

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

    By hashicorp

    1,128

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    886

    MongoDB Model Context Protocol Server

    By mongodb-js

    873

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

    By apify

    681

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

    By elastic

    584

    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

    462

    MCP server for monday.com integration.

    By mondaycom

    355

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

    By sunriseapps

    265

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

    By Doist

    239

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

    By microsoft-foundry

    228

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

    By dynatrace-oss

    189

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

    By huggingface

    180

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

    By atlassian

    178

    Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.

    By gleanwork

    158