Data Science & ML MCP 服务器

NIH RePORTER

Enables conversational searching of NIH-funded research projects and publications via the NIH RePORTER API.

Weather

Provides real-time weather data and alerts via the National Weather Service API.

MCP4Amazon

Enables large language models to directly access and analyze data from Amazon for e-commerce businesses.

WordPress by CData

Connects WordPress data to Large Language Models via a Model Context Protocol (MCP) server using CData JDBC Drivers.

Tableau CRM Analytics

Enables Large Language Models (LLMs) to directly query live Tableau CRM Analytics data through a Model Context Protocol (MCP) interface.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

RAG and LLM

Manages and summarizes notes using a Model Context Protocol server, integrating Retrieval Augmented Generation (RAG) and Large Language Models (LLMs).

Databricks

Provides a FastAPI server to manage local files and orchestrate Databricks operations, including code submission, job management, and DLT pipeline creation.

Ag Weather

Provides AI agents with real-time and historical weather data by integrating with multiple weather APIs.

Context Protocol

Implements a Model Context Protocol server with integrated large language model support and persistent chat memory.

AI Boutique Assistant

Exposes an online boutique's microservices through a standardized Model Context Protocol (MCP) server, enabling AI assistants and LLMs to interact with e-commerce functionalities.

FastAPI Server Example

Provides a robust, example implementation of a Model Context Protocol (MCP) server using the FastAPI framework.

Agentic Weather System

Provides intelligent weather services through an orchestrated multi-server agentic architecture with local LLM integration.

FRED

Integrates the Federal Reserve Economic Data (FRED) API, offering comprehensive access to economic data with intelligent large data handling for AI assistants.

FAR Oracle

Provides AI agents with access to Federal Acquisition Regulations (FAR) for querying government contracting rules.

Mnemonic

Provides persistent memory management for AI assistants like Claude, enabling them to store, retrieve, and remember past interactions and information.

Universal Image

Provides a unified Model Context Protocol server to generate, transform, and edit images using various AI models from providers like AWS, OpenAI, and Google.

RaceSimQA

Performs QA regression testing for racing car simulations, providing analytics, data visualization, LLM chat, and AI summaries.

Zen

Provides a lightweight CLI to manage and track Python environments, simplifying development across multiple projects.

Economic Intelligence

Analyze economic data on interest rates, jobs, inflation, housing, and bank health from multiple government sources with interactive charts and stateful signal tracking.