claude-pytorch-treehugger
Аналитика CI/CD PyTorch с поддержкой 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.
Что такое MCP
Этот MCP предоставляет Python-библиотеку и сервер для взаимодействия с данными CI/CD PyTorch через HUD API, обеспечивая доступ к рабочим процессам, журналам заданий и аналитике с интеграцией ClickHouse.
Как использовать этот MCP
Установите через pip (pip install git+https://github.com/izaitsevfb/claude-pytorch-treehugger.git) и запустите сервер MCP командой python -m pytorch_hud. Используйте CLI-команды типа claude mcp add hud pytorch-hud для подключения.
Для чего можно использовать этот MCP
Анализ конвейеров CI/CD PyTorch, извлечение шаблонов логов, мониторинг результатов тестов, отслеживание использования ресурсов и эффективный анализ логов для крупномасштабных CI-систем.
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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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