Data Science & ML MCP 服务器

Weather

Provides weather information, including alerts and forecasts, using the National Weather Service API.

Vertica

Provides local natural language processing and a REST API for Vertica database interactions.

Local FAISS

Establishes a local FAISS vector store as a Model Context Protocol server, enabling drop-in local Retrieval-Augmented Generation for AI agents and LLMs.

Dhlab

Provides access to the National Library of Norway's Digital Humanities Lab functionality through the Model Context Protocol.

Colorado DWR

Facilitates AI models in accessing Colorado Division of Water Resources data, rights, permits, and administrative information through a REST API.

Postgres

Manages PostgreSQL database tasks through a Model Context Protocol server.

Mcp-Nlp

Provides natural language processing capabilities using the Model Context Protocol within a FastMCP application.

Local Knowledge Base

Establishes a ChromaDB-based local knowledge base system supporting text and PDF documents for vectorized storage and efficient similarity retrieval.

Docs Retriever

Retrieves documentation snippets for AI/ML libraries by searching Google and extracting relevant content.

Qdrant

Stores and retrieves information from a Qdrant vector database using the Machine Control Protocol.

Trader

Integrates MetaTrader 5, MLP AI systems, and Django databases into a unified interface for chatbots and LLMs.

Yggdrasil

Provides a production-ready memory server for AI coding tools, offering persistent semantic memory with vector database integration and multi-project support.

AURA

Connects large language models like Claude and ChatGPT to the AURA API for advanced DeFi intelligence and on-chain automation.

DovizApp

Provides real-time and historical currency exchange rates, cryptocurrency rates, and an interactive chat interface for currency information.

OpenArchieven

Exposes the Open Archives public JSON API as Model Context Protocol tools for LLM agents.

Calfire GIS

Provides AI models with fire damage assessment context for properties affected by the 2025 Eaton and Palisades fires in Los Angeles.

Spotipy with Dual Mode

Control Spotify playback and library directly from your terminal or through AI assistants.

FluxLoRA

Generates high-quality images in various artistic styles using automatically selected LoRA models.

MCAP Protocol

Integrates AI capabilities with traditional mainframe systems to modernize legacy COBOL applications.

Dr. QuantMaster

Assists quantitative researchers with AI-powered statistical analysis, covering causal inference, regression, power calculations, and code generation across 45 specialized tools.