Data Science & ML MCP 서버

BioMed

Serves biomedical literature database content.

Amazon Q Index

Connects Amazon Q Business cross-app index to applications via the Model Context Protocol (MCP).

Anki

Exposes Anki collection data via an MCP server to integrate with AI assistants.

Memory

Provides AI clients the ability to remember information about users across conversations using vector search technology.

Model Context Protocol

Establishes a standardized communication framework for managing context with AI models.

Server Scaffold

Provides a foundational project for building Model Context Protocol (MCP) servers.

Web Search AI Agent

Searches, analyzes, and recommends developer tools using AI-powered web scraping and a Large Language Model.

LouieAug-2025

Deploys a Model Context Protocol (MCP) server and integrates it with Microsoft Copilot Studio to provide contextual information to large language models.

ElevenLabs

Enables interaction with ElevenLabs' powerful Text to Speech and audio processing APIs through the Model Context Protocol.

Property Info

Connects Claude AI to real estate data, enabling retrieval of basic property information through the ATTOM Data API.

Ollama Local

Provides a local web interface for interacting with Ollama models and secure system tools, with conversation history.

JAXA Earth VRChat Terrain

Transforms JAXA satellite Earth observation data into 3D terrain models optimized for VRChat, Blender, and Unity.

K01

Generate and query privacy-preserving synthetic health data that is FHIR-compliant and differentially private.

Design System

Exposes an airline-grade design system as a queryable AI tool layer, enabling AI-assisted component discovery and spec-driven prototype generation.

Weather

Provides global weather, forecast, and air quality data through a free, no-API-key Open-Meteo interface.

SQLDB

Provides a read-only Model Context Protocol server, enabling Large Language Models to securely interact with SQL databases.

Cardog

Connects AI applications to a comprehensive suite of automotive data, including vehicle listings, market analysis, and EV charging information.

Pandemic Supply Chain Cascade

Models pharmaceutical supply chain disruptions during health emergencies, offering AI agents eight analytical tools built on quantitative algorithms and live public data.

AptosOracle

Provides comprehensive Aptos blockchain intelligence, including DeFi metrics, validator statistics, and VM verification, for AI agents.

RepoFlux

Orchestrate autonomous AI coding agents in GitHub repositories through a high-performance, zero-backend control plane.