Data Science & ML MCP 服务器

Weather

Delivers current weather conditions, multi-day forecasts, and alerts for any location via a FastMCP server.

AI Dev Toolkit

Integrates a local RAG system, MCP server, and visual service management into any development project with a one-command setup.

Nowledge Mem

Manages knowledge seamlessly with a local-first, graph-augmented context management solution for AI interactions and insights.

DB Timetable API

Bridges AI agents with the Deutsche Bahn Timetable API, providing seamless access to German railway schedule data, real-time updates, and station information.

Cyberchef

Exposes CyberChef operations as structured tools via an MCP server for AI agents and applications.

AlloyDB

Enables large language models to query live AlloyDB data using natural language through a Model Context Protocol (MCP) server.

Scvi

Performs deep probabilistic analysis of single-cell omics data, leveraging scvi-tools and natural language processing.

Model Control Demo

Provides a robust WebSocket-based server for managing AI model requests and responses via the Model Control Protocol.

Memory

Enables MCP Clients to remember user information across conversations by leveraging vector search technology.