Data Science & ML MCPサーバー

Iaptic

Enables Claude or other AIs to interact with Iaptic data for insights into customers, purchases, and transactions.

Weather

Provides weather alerts and forecasts from the National Weather Service API for seamless integration with AI models.

Cloud Video Intelligence API

Provides a Multi-Agent Conversation Protocol (MCP) server for interacting with the Google Cloud Video Intelligence API.

Pinecone Economic Books

Enables natural language semantic search and detailed metadata filtering across a Pinecone vector database of economic books and academic papers.

Scvi

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

AI Tooling Kit

Demonstrates an end-to-end workflow for an LLM chat client to interact with a FastAPI server exposing database tools via Server-Sent Events.

LandingAI ADE

Integrates with LandingAI's Agentic Document Extraction API to parse documents, extract structured data, and manage extraction jobs.

Playwright

Provides browser automation capabilities for Large Language Models (LLMs) through structured accessibility snapshots, eliminating the need for visual processing.

Company Info

Provides AI agents with real-time access to comprehensive information on Korean listed companies, including financial statements, public disclosures, and executive details.

Supervisor

Orchestrates and securely monitors autonomous agents on Ubuntu using Docker sandboxing and a RESTful API.

LLM Database Server

Manages MongoDB data operations, including user insertion and dynamic search, with type-safe validation, facilitating interaction with Large Language Models.

DeepRepo

Perform Retrieval Augmented Generation (RAG) on local codebases using a raw Python implementation with support for multiple AI providers.

Semantic Diagram

Develop diagrams collaboratively with AI by focusing on semantic relationships rather than visual layout.

Go

Integrates a Model Context Protocol server with Gemini LLM to provide file operations via an interactive natural language command-line interface.

Musclesworked

Provides comprehensive exercise-to-muscle mapping data for AI clients, detailing primary, secondary, and stabilizer muscle activation.

Korean News Hub

Provides artificial intelligence with real-time Korean and global AI/tech news, requiring no API keys for instant access.

Energy Transition Intelligence

Assesses energy transition readiness by analyzing renewable share, grid stress, stranded assets, electric vehicle gaps, and carbon trajectories.

Scapes

Orchestrates a federation of knowledge graphs using semantic routing and soft context assignment, inspired by brain topography.

Google

Access various Google services like YouTube, Trends, News, Scholar, and NotebookLM programmatically, often without official APIs, for AI agent integration.

Oracle42 Intelligence

Accesses a sovereign AI intelligence platform offering diverse analytical tools for threat detection, security auditing, and market insights.