Data Science & ML MCP 서버

Groupem

Facilitates cross-browser tab grouping through a secure server and an optional machine learning microservice for enhanced organization.

Ragtag

Indexes local documents and runs Retrieval Augmented Generation (RAG) search to provide context for AI tools.

Mixpanel

Enables AI assistants to access and analyze Mixpanel analytics data comprehensively.

Desktop Host

Orchestrates local-first AI tools and Model Context Protocol servers within a desktop application environment.

MySQL

Manages MySQL database operations, health monitoring, and AI-assisted insights through the Model Context Protocol.

Universal

Connects Large Language Models to various real-world applications through a modular server framework.

Coin Railz

Integrates 38 Coin Railz x402 micropayment crypto services, providing real-time blockchain, trading, and financial market data to Claude and other LLMs.

DataGraph City

Connects AI clients to an urban intelligence knowledge graph for civic problem-solving through natural language queries.

Research Assistant

Enhance AI assistant capabilities with integrated tools for academic research, file management, and web content retrieval.

Wikipedia

Provides Wikipedia search and content retrieval tools via a production-ready Model Context Protocol (MCP) server.

National Park Service

Access comprehensive data and information for all National Park Service sites through a suite of specialized tools.

Video RAG

Enables semantic search through video content, extracting relevant video chunks based on natural language queries.

Microsoft Copilot

Enables the deployment and integration of Model Context Protocol (MCP) servers with Microsoft Copilot Studio, providing AI models with standardized access to contextual data and tools.

PDF Reader

Provides comprehensive PDF processing capabilities, including advanced academic analysis and content extraction, optimized for agent understanding.