Data Science & ML MCPサーバー

Age

Provides an interface for AI agents to manage multiple graphs in Apache AGE.

CLDGeminiPDF Analyzer

Enables Claude Desktop to analyze PDF files using Google's Gemini AI models via API.

Databeak

Provides over 40 specialized CSV data manipulation tools as a Model Context Protocol server, enabling AI assistants to seamlessly load, transform, analyze, validate, and export data.

Azure Game Studio

Accelerate multi-engine game development by generating production-ready code and assets using Azure AI Services and the Model Context Protocol.

Better Memory

Provides an enhanced knowledge graph memory system for AI models like Claude, enabling persistent recall with advanced data management and semantic search capabilities.

Medium Agent

Transforms Medium articles into audio, AI summaries, and detailed reports using robust scraping and Claude Desktop integration.

ML Lab

Orchestrates the complete machine learning lifecycle, from secure credential management and dataset preparation to multi-backend model training, cloud GPU provisioning, experiment tracking, and local model deployment.

Hong Kong Open Data

Provides programmatic access to the official open data portal of the Hong Kong government through a Model Context Protocol (MCP) server.

Kyutai TTS

Deploys Kyutai TTS with a web UI, REST API, and MCP support in an all-in-one Docker image, featuring robust GPU management.

Tool Calling LangChain

Integrates Model Control Protocol (MCP) servers with LangChain to enable language models to call custom tools.

Crawl4AI RAG

Provides advanced web crawling and Retrieval-Augmented Generation (RAG) capabilities for AI agents and coding assistants.

Tools

Offers a diverse collection of development tools and code samples spanning C++, C, .Net, TypeScript, and Python.

AetherLink

Control Software Defined Radios and decode radio protocols through an AI-friendly Model Context Protocol interface.

Filesystem

Provides secure, asynchronous file and directory manipulation services over MCP for virtualized paths.

Ghidra

Enables large language models to autonomously reverse engineer applications by exposing Ghidra functionalities via a Model Context Protocol server.

Wallex

Integrates directly with Wallex Exchange to fetch market data, check wallet balances, and handle orders.

Chart Option

Dynamically generates chart configuration options for various charting libraries based on input data.

Wuwa

Provides detailed character, artifact, and profile information for the game Wuthering Waves, formatted for large language models.

Google Search

Enables AI models to perform Google searches and analyze webpage content programmatically through an MCP server.

Droid

Provides AI-assisted programming capabilities by encapsulating the Factory.ai Droid CLI within a high-performance Rust MCP server.