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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

    83,007

    Up-to-date code docs for any prompt

    By upstash

    37,123

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

    By microsoft

    23,220

    Semantic code retrieval & editing tools for coding agents.

    By oraios

    15,814

    MCP server for Chrome DevTools

    By ChromeDevTools

    14,598

    Extract web data with Firecrawl

    By firecrawl

    4,920

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

    By CoplayDev

    3,852

    Official MCP server for Notion API

    By makenotion

    3,469

    Production-ready MCP server connecting AI agents with 40+ Azure services including AI Foundry, AI Search, App Service, Storage, databases, and monitoring tools

    By microsoft

    2,164

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

    By stripe

    1,097

    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

    1,067

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

    By hashicorp

    1,056

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

    By microsoft

    1,011

    MCP server helping models understand your Vite/Nuxt app.

    By antfu

    862

    MongoDB Model Context Protocol Server

    By mongodb-js

    818

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

    By apify

    563

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

    By elastic

    546

    MCP server for interacting with Neon Management API and databases

    By neondatabase

    518

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

    By getsentry

    427

    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

    420

    MCP server for monday.com integration.

    By mondaycom

    334

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

    By sunriseapps

    236

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

    By azure-ai-foundry

    221

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

    By Doist

    181

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

    By dynatrace-oss

    173

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

    By huggingface

    131

    Provides access to OpenTelemetry traces and metrics through Logfire.

    By pydantic

    126

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

    By Azure

    100

    A basic MCP server to operate on the Postman API.

    By postmanlabs

    96

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

    By atlassian

    92

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

    By OctopusDeploy

    90

    AI-powered design and management for Webflow Sites

    By webflow

    86

    Query Eventhouse/ADX with KQL and manage Eventstreams.

    By microsoft

    70

    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

    49

    The Figma MCP server brings Figma design context directly into your AI workflow.

    By figma

    48

    Devin-generated docs for any public repo

    By CognitionAI

    47

    Search, access, and get insights on your Amplitude data

    By amplitude

    41

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

    By PagerDuty

    34

    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

    8

    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

    MCP Server for JFrog, providing tools for development and artifact management.

    By jfrog

    3

    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

    MCP server for interacting with the Supabase platform