Connect models to the real world
Servers and tools from the community that connect models to files, APIs, databases, and more.
All MCP servers
31
Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.
Automate web browsers using accessibility trees for testing and data extraction.
Semantic code retrieval & editing tools for coding agents.
Extract web data with Firecrawl
Control the Unity Editor from MCP clients via a Unity bridge + local Python server.
Official MCP server for Notion API
Enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation.
Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search.
MCP server helping models understand your Vite/Nuxt app.
MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.
MCP server for interacting with Neon Management API and databases
Retrieve and analyze application errors and performance issues from Sentry projects.
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.
Local image processing with computer vision capabilities including object detection, OCR, image editing, and transformations.
A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf.
An experimental MCP server implementation for Azure AI Foundry that exposes unified tools for models, knowledge, evaluation and deployment.
Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.
Access Hugging Face models, datasets, Spaces, papers, collections via MCP.
Provides access to OpenTelemetry traces and metrics through Logfire.
Interact with Azure Kubernetes Service (AKS) from MCP clients.
Deliver software to Kubernetes, multi-cloud, on-prem infrastructure, and anywhere else
Query Eventhouse/ADX with KQL and manage Eventstreams.
Fetch Clarity analytics via MCP clients.
MCP Server for the Codacy API, enabling access to repositories, files, quality, coverage, security and more.
Devin-generated docs for any public repo
Search, access, and get insights on your Amplitude data
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.
This server enables natural language interactions for developer-focused operations like managing Dev Boxes, configurations, and pools.
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.
Enable AI agents to securely access and interact with your Intercom data whenever helpful.