claude-pytorch-treehugger
PyTorch CI/CD-Analysen mit MCP-Unterstützung. 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.
Was ist diese MCP
Diese MCP bietet eine Python-Bibliothek und einen Server zur Interaktion mit PyTorchs CI/CD-Daten über eine HUD-API, ermöglicht Zugriff auf Workflows, Job-Logs und Analysen mit ClickHouse-Integration.
Wie man diese MCP verwendet
Installation via pip (pip install git+https://github.com/izaitsevfb/claude-pytorch-treehugger.git) und Start des MCP-Servers mit python -m pytorch_hud. Verwenden Sie CLI-Befehle wie claude mcp add hud pytorch-hud zur Verbindung.
Wofür diese MCP verwendet werden kann
Analyse von PyTorch CI/CD-Pipelines, Extraktion von Log-Mustern, Überwachung von Testergebnissen, Verfolgung der Ressourcennutzung und effiziente Log-Analyse für groß angelegte CI-Systeme.
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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