MCP Server Directory

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.

Integrates with LibSQL databases to enable schema retrieval and table querying for real-time data access and analysis.

UCP commerce protocol integration for AI-powered shopping.

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.

Comprehensive Unreal Engine 5 editor control with 158 tools spanning Blueprints, Materials, Sequencer, Behavior Trees, Navigation, Niagara, UI, and world generation.

C++ server library with STDIO and SSE transport modes, featuring dynamic JSON configuration for runtime creation of database operations, REST API calls, terminal commands, and workflow orchestration.

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.

Integrates with Pinata's IPFS storage services for uploading, searching, organizing, and retrieving files on both public and private decentralized networks using secure API authentication.

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

Enables security professionals to interact with Santa binary authorization system for macOS, providing tools to query status, sync rules, retrieve file information, and check version details.

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

TypeScript MCP gateway consolidating multiple upstream servers with schema deferral and response shielding.

Integrates with Zoho Projects API to manage projects, tasks, issues, milestones, and users across portals with OAuth authentication, multi-session support, and 20 specialized tools for project lifecycle management and workflow automation.

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.

Connects to Logos Bible Software for Scripture retrieval, search, word studies, and personal study data access.

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.

Create, update, and search Hashnode articles directly through Claude or other MCP clients.

Integrates with Canvas and Gradescope to help students track assignment deadlines, add them to macOS Reminders, and manage course materials across multiple learning platforms.

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.

Automates web page SEO analysis by scanning HTML files and websites to identify critical optimization issues like missing titles, meta descriptions, and heading structures using Node.js and Cheerio.

Provides a structured approach to solving Linear and Non-Linear Programming problems using step-by-step methods, enabling efficient optimization without specialized software.

Integrates with Git repositories to enable version control operations, code management, and collaborative development workflows

Adds speech-to-text and text-to-speech capabilities with automatic voice assignment, VAD-controlled recording, wake word activation, and tmux integration for terminal sessions.

Extracts visible text and images from public Axure share pages with multi-page crawling and OCR fallback.

Integrates with Slack Lists to enable creation, retrieval, filtering, and management of list items with support for bulk operations, data export to JSON/CSV formats, and all Slack List field types including text, date, user, select, and checkbox fields.

Exposes the OpenZiti zero-trust network management API for administering identities, services, policies, routers, certificates, and sessions.

Integrates with MATLAB Simulink for programmatic model creation, block manipulation, parameter configuration, and simulation execution.

Enables image generation through Alibaba's Tongyi Wanx API, handling authentication, communication, and response formatting for applications requiring AI-generated visuals.

Enables building WebAR experiences through natural language by providing orchestration tools for A-Frame/Three.js projects and 8th Wall Desktop integration, featuring asset discovery, code generation for custom components, pre-built templates, and complete XR application scaffolding for rapid AR prototyping.

Provides real-time cryptocurrency market data from major exchanges (Bybit, OKX, Binance) including prices, order books, funding rates, and open interest for spot and linear markets.

Integrates with HyperFeed's trending content API and copywriting frameworks to generate platform-optimized social media content with voice archetypes, character limit validation, and trending topic discovery across Twitter and Reddit.

Integrates with X using the agent-twitter-client library, enabling tweet retrieval and posting within Docker containers with proxy support for network isolation.

Integrates with Google's Ads Transparency Center to retrieve and analyze companies' currently running advertisements, enabling competitive intelligence and marketing research through ad search by domain or advertiser ID with detailed content analysis.

Provides hierarchical task orchestration for software development goals with dot-notation IDs, supporting task creation, completion tracking, and parent-child dependency management where parent tasks automatically complete when all children are finished.

Provides real-time financial market data from Chinese and global markets through AKShare API integration for traders and financial analysts