MCP Server Directory

Graph-based AI memory system using EcphoryRAG retrieval and Leiden clustering for persistent, human-like memory recall.

Retrieves detailed GitHub pull request information including files, diffs, comments, and reviews for code review assistance, PR summarization, or change analysis workflows.

Provides a bridge to the Thingiverse API for searching, browsing, and retrieving 3D model information from the popular 3D printing community using Puppeteer.

Integrates with SQLite to provide a persistent knowledge graph for efficient memory management and relationship modeling across conversations.

Builds a graph of Python code relationships to intelligently navigate codebases, prioritize relevant sections, and include README files while staying within token limits.

Provides a bridge to Rollbar error tracking platform for monitoring and analyzing application errors, retrieving detailed information, managing projects, and tracking deployments.

Integrates with PatSnap's patent analytics API to provide structured access to patent trends, competitive intelligence, and innovation research through specialized tools for technology scouting and landscape analysis.

Reads in JSON-formatted Investment portfolio and performs web searches and stock price searches to provide meaningful evaluations and recommendations.

Provides access to IETF RFCs, Internet Drafts, and OpenID Foundation specifications with tools for document fetching, keyword searching, section extraction, and working group collection retrieval with automatic version detection and smart filtering of expired drafts.

Provides access to Korean weather data through asynchronous HTTP requests with coordinate conversion and API authentication capabilities.

Integrates with Todoist API to provide enhanced task management capabilities including task creation, updating, completion, project organization, label management, and natural language quick-add functionality with support for subtasks, priorities, due dates, and bulk operations.

Enables terminal session management through tmux with tools for creating sessions, sending commands and keystrokes, capturing screen content, and managing session lifecycles for system administration, development workflows, and terminal-based application interactions.

Integrates with Cursor's Cloud Agents API for automated repository management, code generation, task monitoring, and PR creation across multiple repositories with git context detection.

Connects to GitHub repositories, enabling natural language queries about code structure, dependencies, and development history.

Provides Docker container execution with intelligent process management, background task tracking, and comprehensive file operations for isolated development environments and automated testing workflows.

Provides browser automation and web scraping through Playwright with Chrome DevTools Protocol support, featuring content extraction, form interaction, session management, and screenshot capture with automatic data cleaning that reduces processing costs by 80-90%.

Provides semantic search, document reading, and content retrieval through OpenViking's context database for managing knowledge bases.

Command-line tool for creating and managing MCP hosts with streamlined setup for developers integrating AI capabilities into applications.

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

Enables natural language interaction with Azure Cosmos DB for querying, creating, and managing databases, containers, and items through Go-based tools supporting both key authentication and managed identities.

Renders precise geometric images using Asymptote vector graphics language, converting mathematical code into SVG or PNG formats for technical diagrams and visualizations.

Provides a single interface for retrieving entire project structures, enabling efficient code analysis and manipulation tasks.

Comprehensive toolkit providing 80+ tools across file operations, command execution, git management, web search, memory persistence, planning, and skills management with extensible GitHub-based instruction packages and specialized ComfyUI workflow support.

Provides a secure local sandbox for developing, compiling, and visualizing GPU shaders using Vulkan without requiring physical GPU hardware.

Integrates with the eBird API to provide real-time bird observation data, including recent sightings, notable observations, hotspots, and taxonomy information by region or geographic coordinates.

Provides access to Roblox's development ecosystem including API documentation, FastFlags, Open Cloud REST API, Luau language docs, and DevForum discussions with automatic syncing from official sources and multi-language support.

Connects to Turso-hosted LibSQL databases, enabling direct SQL query execution against cloud-based SQLite databases for data analysis, content management, and application development workflows.

Transforms codebases into queryable knowledge graphs using repomix and tree-sitter to extract code entities, relationships, and dependencies for call hierarchy analysis, impact assessment, code smell detection, and automated documentation generation.

Enables code repository analysis with Gemini Flash 2.0, providing customizable file and directory summarization that respects .gitignore rules for quickly understanding unfamiliar codebases.

Integrates with France's national open data portal and IGN geographic services to provide access to government datasets, administrative data, and official geographic references for location-aware applications and urban planning research.

Integrates with Facebook's iOS Development Bridge (idb) to enable automated iOS device management, test execution, UI interactions, and app installation through a simple npm module.

Provides a bridge to Universal Robots industrial robots through TCP/IP interfaces, enabling control and monitoring of robot operations including force mode, remote servoj, and kinematic transformations for automation and research applications.

Creates a communication bridge between multiple Claude Code instances using WebSocket connections for multi-agent collaboration and consensus-based decision making.

Provides AI access to Hotwire Turbo documentation, exposing individual files as tools for targeted retrieval of specific features like Drive, Frames, Streams, and page refreshes.

Integrates with Plainly Videos API to browse video templates, customize parameters with type validation, and render videos using After Effects templates for automated video generation workflows.

Guided workflow for creating professional Playwright test suites with built-in best practices

Production C++23 multi-agent development framework with specialized agents for coding, DevOps, documentation, testing, data analysis, and security.

Integrates with Grafana's monitoring platform to query metrics via PromQL, search logs through Loki, execute dashboard panels with template variables, and retrieve metadata for datasources and folders, enabling real-time infrastructure observability and incident response workflows.

Provides direct access to Stimulus JavaScript framework documentation, fetching content from GitHub with fallback mechanisms for reliable retrieval of handbook tutorials and technical reference materials.

Provides medical students and educators with curated educational resources from PubMed and NCBI Bookshelf through a FastMCP-powered system that enables searching, generating topic overviews, creating learning plans, and extracting key points from medical literature.

Provides a bridge to the SailFish decentralized exchange on the EDU blockchain, enabling token swaps, liquidity pool queries, and market data analysis through a GraphQL subgraph with optimal routing capabilities.

Integrates with DeepSource's code quality platform to provide access to project metrics, issues, and analysis results for monitoring and troubleshooting code quality directly in conversations.

Generates structured 60-minute technical practice sessions for software development teams using the 4C Learning Model by analyzing GitHub repositories for code smells and creating contextual learning content with Miro board layouts.

Integrates with Moqui Framework business applications to provide entity operations, service execution, and search capabilities with session-based authentication, rate limiting, and audit logging for enterprise system automation and data analysis workflows.

Provides a bridge to the TailorKit API for managing customizable e-commerce product templates, enabling creation, retrieval, and manipulation of templates and their layers through natural language conversations.