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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

    44

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

    By microsoft

    80,688

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

    By upstash

    33,054

    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

    23,374

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

    By microsoft

    21,542

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    13,923

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

    By ChromeDevTools

    10,060

    Extract web data with Firecrawl

    By firecrawl

    4,672

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

    By CoplayDev

    3,417

    Official MCP server for Notion API

    By makenotion

    3,284

    The Azure MCP Server, bringing the power of Azure to your agents.

    By Azure

    1,161

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

    By hashicorp

    981

    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

    974

    Interact with Stripe API

    By stripe

    972

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

    By microsoft

    870

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    790

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

    By mongodb-js

    670

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

    By elastic

    506

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    480

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

    By apify

    448

    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

    380

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

    By getsentry

    377

    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

    314

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

    By sunriseapps

    211

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

    By azure-ai-foundry

    209

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

    By dynatrace-oss

    151

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

    By Doist

    123

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    114

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

    By huggingface

    104

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

    By Azure

    93

    Enable AI agents to interact with Webflow APIs.

    By webflow

    83

    Securely connect AI agents to your enterprise content in Box

    By box-community

    79

    Query Eventhouse/ADX with KQL and manage Eventstreams.

    By microsoft

    62

    Postman's MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman. Use natural language to prompt AI to automate work across your Postman collections, environments, workspaces, and more.

    By postmanlabs

    59

    MCP Server for the Codacy API, enabling access to repositories, files, quality, coverage, security and more.

    By codacy

    49

    Fetch Clarity analytics via MCP clients.

    By microsoft

    44

    Devin-generated docs for any public repo

    By CognitionAI

    42

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

    By atlassian

    32

    Bring in Figma context to generate better code, and turn ideas into production apps.

    By figma

    17

    Official LaunchDarkly MCP Server for feature flag management and experimentation. Enables AI agents to interact with LaunchDarkly APIs for managing feature flags, AI configs, targeting rules, and gradual rollouts across multiple environments.

    By launchdarkly

    13

    This server enables natural language interactions for developer-focused operations like managing Dev Boxes, configurations, and pools.

    By microsoft

    7

    Zapier MCP is a remote MCP server that gives your AI direct access to 8,000+ apps and 30,000+ actions—no complex API integrations required.

    By zapier

    5

    List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.

    By axiomhq

    4

    JFrog MCP Server: providing your agents with direct access to JFrog Platform services.

    By jfrog

    2

    Enable AI agents to securely access and interact with your Intercom data whenever helpful.

    By intercom

    2