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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

    48

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

    By microsoft

    82,537

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

    By upstash

    36,087

    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

    24,220

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

    By microsoft

    22,798

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    15,315

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

    By ChromeDevTools

    13,815

    Extract web data with Firecrawl

    By firecrawl

    4,852

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

    By CoplayDev

    3,727

    Official MCP server for Notion API

    By makenotion

    3,420

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

    By Azure

    1,172

    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

    1,046

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

    By hashicorp

    1,035

    Interact with Stripe API

    By stripe

    996

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

    By microsoft

    978

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    847

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

    By mongodb-js

    789

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

    By elastic

    538

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

    By apify

    534

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    504

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

    By getsentry

    415

    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

    414

    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

    329

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

    By sunriseapps

    231

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

    By azure-ai-foundry

    218

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

    By dynatrace-oss

    170

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

    By Doist

    168

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    122

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

    By huggingface

    120

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

    By Azure

    98

    Deliver software to Kubernetes, multi-cloud, on-prem infrastructure, and anywhere else

    By OctopusDeploy

    90

    Enable AI agents to interact with Webflow APIs.

    By webflow

    86

    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

    82

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

    By atlassian

    77

    Query Eventhouse/ADX with KQL and manage Eventstreams.

    By microsoft

    68

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

    By codacy

    53

    Fetch Clarity analytics via MCP clients.

    By microsoft

    48

    Devin-generated docs for any public repo

    By CognitionAI

    44

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

    By figma

    39

    Search, access, and get insights on your Amplitude data

    By amplitude

    37

    PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.

    By PagerDuty

    32

    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

    16

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

    By microsoft

    10

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

    By axiomhq

    6

    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

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

    By intercom

    4

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

    By jfrog

    2

    An MCP server that provides interaction with StackHawk's security scanning platform.

    By stackhawk

    2

    Securely connect AI agents to your enterprise content in Box

    By box