claude-pytorch-treehugger
PyTorch CI/CD analytics with MCP support. 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.
What is this MCP
This MCP provides a Python library and server for interacting with PyTorch's CI/CD data through a HUD API, offering access to workflows, job logs, and analytics with ClickHouse integration.
How to use this MCP
Install via pip (pip install git+https://github.com/izaitsevfb/claude-pytorch-treehugger.git) and start the MCP server with python -m pytorch_hud. Use CLI commands like claude mcp add hud pytorch-hud to connect.
What this MCP can be used for
Analyzing PyTorch CI/CD pipelines, extracting log patterns, monitoring test results, tracking resource utilization, and performing efficient log analysis for large-scale CI systems.
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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