Data Science & ML MCPサーバー

YouTube

Downloads YouTube subtitles using yt-dlp and connects them to claude.ai via Model Context Protocol.

Soccer

Provides access to football statistics and live match data from the API-Football service.

Supavec

Fetches relevant content from Supavec using the Model Context Protocol.

Bio-OS

Manages workflows and Docker image building for Bio-OS instance platforms.

VLLM Benchmark

Benchmarks vLLM endpoints interactively through MCP, enabling performance evaluation of large language models.

4oimage

Enables AI systems to generate and edit images using text prompts via the 4o-image API.

MCTS

Leverages Monte Carlo Tree Search and Bayesian analysis to provide AI-assisted reasoning and deep exploration of topics.

InsightFlow

Analyze real-time data and generate AI-powered insights using natural language queries.

GA4

Retrieves data from Google Analytics 4 to provide insights into website and app performance.

Allyson

Generates AI-powered animations by transforming static design files into dynamic SVG components.

Sequential Thinking

Empowers AI agents with advanced meta-cognition and dynamic, reflective problem-solving capabilities.

Clip

Enables high-performance, lock-free clipboard access for AI assistants, specifically bridging Windows clipboard content to WSL2 environments.

ExamPrepAgent

Assists students in preparing for any exam or test by serving as an intelligent, AI-powered study companion.

Go Context Protocol

Exposes Go project insights and static analysis to large language models for enhanced understanding and code generation.

Quick Chart

Provides chart generation capabilities to AI agents through a standardized Model Context Protocol interface, enabling seamless interaction with Quick Chart.

Excel Search

Enables AI models to search and extract data from Excel files on a local PC, converting raw data to JSON format.

PIA

Enables artificial intelligence models to perform detailed, attributed searches across a vast collection of U.S. Government datasets.

System Monitor

Provides comprehensive system information and management capabilities for Linux servers through MCP and HTTP REST APIs, enabling AI agents to monitor and interact with server resources.

Context-Fabric

Enables production-ready, parallel corpus analysis for AI-powered applications through a memory-mapped architecture.

Consolidation Memory

Establishes local-first persistent memory for AI agents, enabling them to store, recall, and consolidate knowledge across interactions without cloud dependencies.