The GitHub MCP Server allows AI tools like GitHub Copilot in VS Code and Visual Studio, Claude Desktop, and others to seamlessly access live GitHub context and tools—like issues, pull requests and code files—to power smarter, more dynamic agent workflows.

A comprehensive Model Context Protocol (MCP) server that provides access to the AlphaFold Protein Structure Database through a rich set of tools and resources for protein structure prediction analysis.

The Dev Mode MCP Server brings Figma directly into your workflow by providing important design information and context to AI agents generating code from Figma design files.

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video/image generation APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to generate speech, clone voices, generate video, generate image and more.

Integration with FireCrawl to provide advanced web scraping capabilities for extracting structured data from complex websites.

Manage Neon's serverless Postgres databases.

DeepWiki provides up-to-date documentation you can talk to, for every repo in the world. Think Deep Research for GitHub.

The Stripe Agent Toolkit enables popular agent frameworks including OpenAI's Agent SDK, LangChain, CrewAI, Vercel's AI SDK, and Model Context Protocol (MCP) to integrate with Stripe APIs through function calling. The library is not exhaustive of the entire Stripe API. It includes support for both Python and TypeScript and is built directly on top of the Stripe Python and Node SDKs. Included below are basic instructions, but refer to the Python and TypeScript packages for more information.

The official Atlassian products remote MCP server

An implementation of Model Context Protocol (MCP) server for Argo CD.

Linear is the issue tracking tool built for high-performance teams. Access Linear's powerful issue tracking and project management features directly from your AI assistant.

Takes a Deepwiki URL via MCP, crawls all relevant pages, converts them to Markdown, and returns either one document or a list by page.

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

Integrates ArangoDB databases into workflows, enabling dynamic querying and analysis of document-oriented and graph data via AQL and document retrieval.

Enables querqying and analyzing web content using LSD SQL, a DSL for extracting structured data from websites in real-time.

Exposes OpenAI's agent capabilities for web search, file search, and computer actions through specialized agents and a multi-agent orchestrator that coordinates between them based on task requirements.

Secure filesystem server that provides controlled access to local files and directories through robust path validation, comprehensive file operations, and a Sequential Thinking tool for step-by-step problem solving.

Provides a validation and best practices framework for n8n workflows, enabling workflow validation, API integration, and workflow management through specialized validators for calendar integrations, documentation, error handling, naming conventions, performance, and security.

Integrates with Vikunja's API to enable task creation, retrieval, and management for automated to-do list operations and workflow integration.

Integrates with DuckDuckGo to enable web search functionality, returning results as structured data for easy incorporation into AI workflows.

Collection of specialized servers for dice rolling, price checking, notifications, and Lowe's-specific integrations with GitHub, Redis, PostgreSQL, and Google Maps, extending AI capabilities through containerized Python and TypeScript implementations.

Integrates with the LottieFiles API to enable search and retrieval of animations by keywords, popular collections, and detailed information without leaving the conversation interface.

Exposes Clever Cloud's documentation for querying and accessing content, enabling automated lookup and integration with development workflows.

Provides a bridge to Lark/Feishu workplace collaboration platform, enabling access to employee information and messaging capabilities with automatic authentication and token management.

Integrates with Google Gemini API to enable powerful web searches with advanced language understanding capabilities.

Transforms OpenAPI specifications into ready-to-use tools that enable seamless interaction with REST APIs through automatic endpoint mapping, authentication handling, and response formatting.

Access to macOS Messages, Contacts, Location, Reminders and other Apple services.

Integrates with Longport's financial OpenAPI services to enable market data retrieval, trade execution, order management, and account information access across multiple platforms.

Integrates with CoinMarketCap's API to fetch and analyze cryptocurrency market data, supporting customizable queries for real-time information.

Provides a bridge to mermaid.js for generating flowcharts, sequence diagrams, and other visualizations through natural language

Integrates with Rayon Design CAD interface using browser automation to enable shape creation and drawing method searches for AI-assisted design workflows.

Integrates with the GitHub API to provide file browsing, content retrieval, and directory navigation capabilities for analyzing and accessing repository contents.

Integrates with Kubernetes clusters to enable direct pod, deployment, and service management operations through specialized FastMCP tools, eliminating the need to switch between AI conversations and command-line interfaces for DevOps workflows.

Enables real-time manipulation of Three.js 3D scenes through WebSocket connections, allowing natural language control of object creation, movement, rotation, and scene state retrieval without direct code modification.

Integrates with Dify to enable text generation, data analysis, and conversational flow management through Dify's API, streamlining AI-powered application development.

Automatically organizes files by categorizing them based on extensions while preserving project structures for efficient directory management and backup preparation.

Enables natural language control of aircraft in the GeoFS flight simulator through a WebSocket server that translates commands into simulator actions for takeoff, landing, and navigation maneuvers.

Integrates with the Flow blockchain to enable direct querying of account balances, domain resolution, and transaction execution through RPC communication for seamless blockchain data access and operations.

Connects to Lark Bitable for SQL-like querying of structured data, enabling table listing, schema inspection, and read operations using Lark API credentials.

Integrates with software documentation sources to process, index, and retrieve technical content for enhanced code assistance and API exploration.

Integrates with HubSpot CRM to enable contact creation, company management, and activity tracking directly from conversational interfaces

Integrates with Apollo.io's API to enable access to sales intelligence data, including contact enrichment, company information, and job listings for sales teams and recruiters.

Provides secure command-line access for executing shell commands with TypeScript validation, returning structured output and error streams through a lightweight stdio-based server.

Integrates with Feishu (Lark) to retrieve document content from collaborative workspaces, enabling direct access to stored information without manual copying and pasting.

Integrates with Splunk Enterprise/Cloud to enable natural language-driven searches, index management, user handling, and KV store operations through a Python-based interface supporting both command-line and web server integration.

Integrates with SUPOS platform, enabling applications to leverage SUPOS services and capabilities within MCP-based workflows.

Integrates with NASA's Astronomy Picture of the Day API to retrieve daily space images and descriptions directly within the Cursor IDE development environment.