MCP Server Directory

Provides a secure interface for executing controlled shell commands with comprehensive security features including allowlists, pattern-based blocking, timeouts, and output limits defined in YAML configuration.

Enables direct interaction with VS Code through bidirectional communication, providing tools for file diffing, project navigation, shell command execution, and editor information retrieval for seamless coding assistance.

Provides automated hyperparameter optimization and analysis using Optuna framework with support for multiple samplers, multi-objective optimization, parameter importance analysis, and interactive visualizations including optimization history and Pareto fronts.

Provides a persistent Playwright evaluation environment through a single JavaScript execution tool that maintains browser, context, and page state between code evaluations for complex multi-step web automation workflows.

Connects Claude AI with physical hardware through a TypeScript server that translates natural language commands into robotic control actions for LEDs, motors, and sensors via WiFi communication.

Integrates with Vercel's platform to manage deployments, DNS records, domains, projects, and environment variables through natural language interactions without navigating the Vercel dashboard or API.

Integrates with external resources to provide curated development knowledge for code generation, bug fixing, and context-aware programming advice.

Integrates with WolframAlpha to enable computational knowledge queries, scientific calculations, and data analysis across diverse disciplines.

Monorepo containing MCP connectors for various third-party services like GitHub, Slack, Linear, Notion, and AWS with an automated testing framework that uses Claude Code to discover and test all available tools, generating realistic test data and producing detailed JSON reports with success/failure status and improvement suggestions.

Transforms Figma designs into React components with TypeScript and Tailwind CSS, providing tools for API integration, component extraction, and accessibility enhancements.

Provides a bridge for exploring websites with llms.txt files, enabling fetching and parsing of website-specific language model instructions for context-aware interactions in web-based environments.

Bridges ROS 2 robotics systems with conversational interfaces, enabling topic publishing, service calling, message subscription, and historical data retrieval through natural language interactions for debugging and monitoring robotic applications.

Integrates with DigitalOcean's cloud platform API to enable management of cloud resources, deployment of applications, and monitoring of infrastructure through natural language commands.

Connects to multiple database types to enable SQL querying with visualization capabilities while keeping data in its original location

Integrates with Bitcoin network and blockchain data via Blockstream API to enable transaction monitoring, wallet management, and blockchain analysis

Provides remote process control and debugging capabilities through Python's pexpect library, enabling spawning, interaction with, and control of command-line programs, debuggers, and interactive shells with session persistence and timeout handling.

Headless Ghidra reverse engineering server with full MCP access to disassembly, decompilation, patching, types, scripting, and transaction-safe mutation workflows.

AI assistant for Ableton Live music production.

Integrates with the Mythic Command and Control framework for penetration testing, enabling shell command execution, file operations, and security tool deployment through specialized prompt templates for automated security workflows.

Bridges AI with Yingdao RPA platform to automate business processes through local and cloud-based robotic process automation applications.

Integrates with Sanity CMS to enable direct content creation, querying, and management through specialized tools for documents, datasets, schemas, releases, and embeddings

MCP server for generating pentesting conversation datasets to train security-focused language models, with scenario listing and validation tools.

Provides a bridge to Google Keep for searching, creating, updating, and deleting notes with safety features that restrict modifications to specifically labeled content.

Provides real-time access to Flutter, Dart, and pub.dev documentation through on-demand web scraping with SQLite caching, enabling current API reference retrieval and package information lookup for Flutter development workflows.

Analyze Xmind mind maps on your local machine using fuzzy search and hierarchical navigation.

Provides a containerized bridge between AI and Cisco network devices through the pyATS automation framework, enabling device configuration, troubleshooting, and monitoring tasks via SSH connections.

Integrates with Railway.app to enable management of deployments, monitoring of application performance, and automation of DevOps workflows within the Railway ecosystem.

Generate text using OpenAI's language models.

Integrates GA4 data to provide web analytics metrics and insights for analyzing website performance and user engagement.

Generates Draw.io XML diagrams programmatically with 700+ embedded Azure architecture icons, batch operations, fuzzy shape search, and layer/page/group management.

Provides a bridge to Joplin note-taking application for searching, retrieving, creating, updating, and deleting notes directly within conversations.

Integrates with DataHub's API to enable metadata management, discovery, and governance across diverse data assets in complex ecosystems.

Bridges Cursor to Figma for chat-driven design creation and editing on the canvas via a WebSocket-connected plugin.

Real-time OSINT intelligence platform for global security monitoring.

Integrates Strapi CMS content into workflows, enabling manipulation of data for content management and querying in Strapi-powered applications.

Provides a robust UI automation framework leveraging advanced computer vision techniques for precise element detection, interaction, and verification across different interfaces

Integrates with Chess.com Published Data API to access player profiles, statistics, game data, and club information in both JSON and PGN formats for chess analysis and tournament research.

Provides token-efficient access to OpenAPI and Swagger specifications through URI-based references, allowing exploration of API structures without loading entire specs into context windows.

Integrates with CryptoPanic to provide real-time cryptocurrency news, analysis, and video content with configurable pagination for financial analysis and investment decision support.

Local knowledge retrieval system that combines semantic search with keyword-based routing for document analysis across security, development, and general knowledge domains using ChromaDB for vector storage and hybrid search through Reciprocal Rank Fusion.

Provides a bridge to GeoServer's REST API for managing geospatial data, enabling workspace management, layer operations, feature querying, and map generation through WMS/WFS services.

Provides comprehensive video and audio editing capabilities through FFmpeg, enabling operations like format conversion, trimming, subtitle addition, text overlays, and video concatenation with transition effects.

Integrates with multiple AI providers (ZhipuAI, OpenAI, Gemini) to automatically generate architecture diagrams, flowcharts, and mobile app prototypes using specialized prompt templates for system architecture, Apple mobile prototypes, WeChat mini-apps, and common UI prototypes.

Integrates with pykrx to provide real-time access to KOSPI and KOSDAQ stock market data, offering tools for retrieving ticker symbols, OHLCV data, market capitalization, fundamental metrics, and trading volumes.

Search and retrieve book and author information from the Internet Archive's Open Library