Data Science & ML MCP Servers

AI Agents Lab

Provides a suite of AI agent architectures built on the Model Context Protocol (MCP) for standardized, context-aware AI systems.

Agentic Product App

Powers an end-to-end voice and natural language product search with an AI chat assistant.

Advanced Fraud Analyst

Detects and analyzes transactional fraud using a multi-model approach with large language models and external tools.

Weather

Integrates the National Weather Service API to provide real-time weather forecasts and alerts to AI clients.

TuningSearch

Provides TuningSearch API access for large language models, enabling free Google search capabilities.

Crystal

Manages and works with crystal artifacts, which are structured data containers for complex analysis, code, and knowledge.

OpenAPI Context

Empower LLMs to efficiently retrieve context from OpenAPI specifications without polluting their internal context.

Quality Dimension Generator

Generates comprehensive, AI-powered quality evaluation dimensions and assessment criteria for any task or project, transforming vague requirements into precise, measurable standards.

Unified System

Provides a production-ready Model Context Protocol server with an OpenAI-compatible API for seamless LLM and LangChain integration.

Cloudrake

Extracts logs and unified data from diverse cloud services for AI-driven analysis.

Oura Ring

Provides access to Oura Ring health and fitness data through the Oura API v2 for consumption by Model Context Protocol (MCP) clients.

Amazon DynamoDB by CData

Connects Amazon DynamoDB data to Claude Desktop through CData JDBC drivers using a read-only Model Context Protocol (MCP) server.

Notes

Develops a simple Model Context Protocol server for managing interactive data and functionalities.

Remote Authless

Deploys an authentication-free Model Context Protocol (MCP) server on Cloudflare Workers for AI agent tool integration.

Mnemo

Provides a LangChain-powered memory system for AI assistants, offering advanced memory orchestration, flexible embeddings, and Retrieval-Augmented Generation (RAG) capabilities.

Hugging Face Course

Provides code examples for the Hugging Face Machine Coder Program course, demonstrating tool integration and sentiment analysis.

Real-time Web Search RAG

Enhances conversational agents by combining static document knowledge with dynamic real-time web search capabilities.

Custom Context Server

Provides an MCP server environment for real-time event streaming and callable tools, designed to facilitate structured data processing for AI models.

Insurance Campaign

Manages insurance marketing campaigns by providing AI-powered audience targeting and personalized content recommendations for Claude AI integration.

Writer Agent

Reasons, plans, and executes writing tasks as an AI agent.