claude-pytorch-treehugger
Análisis de CI/CD de PyTorch con soporte MCP. claude-pytorch-treehugger is a Model Context Protocol (MCP) server maintained by izaitsevfb. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 10 tools, including get_commit_summary, get_job_summary, get_filtered_jobs, get_failure_details, get_recent_commit_status, download_log_to_file, extract_log_patterns and extract_test_results, that an agent can call directly. It is categorized under AI/Analytics and Tool/Python.
¿Qué es este MCP?
Este MCP proporciona una biblioteca Python y un servidor para interactuar con los datos de CI/CD de PyTorch a través de una API HUD, ofreciendo acceso a flujos de trabajo, registros de trabajos y análisis con integración de ClickHouse.
Cómo usar este MCP
Instala mediante pip (pip install git+https://github.com/izaitsevfb/claude-pytorch-treehugger.git) e inicia el servidor MCP con python -m pytorch_hud. Usa comandos CLI como claude mcp add hud pytorch-hud para conectarte.
Para qué se puede usar este MCP
Analizar pipelines de CI/CD de PyTorch, extraer patrones de registros, monitorear resultados de pruebas, rastrear utilización de recursos y realizar análisis eficiente de registros para sistemas CI a gran escala.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the claude-pytorch-treehugger MCP server?
claude-pytorch-treehugger is a Model Context Protocol server from izaitsevfb. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect claude-pytorch-treehugger to my AI client?
Add claude-pytorch-treehugger to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does claude-pytorch-treehugger provide?
claude-pytorch-treehugger provides 10 tools: get_commit_summary, get_job_summary, get_filtered_jobs, get_failure_details, get_recent_commit_status, download_log_to_file, extract_log_patterns, extract_test_results, filter_log_sections and search_logs.
Is claude-pytorch-treehugger free to use?
claude-pytorch-treehugger is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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