claude-pytorch-treehugger
MCP 지원 PyTorch CI/CD 분석. 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.
이 MCP란 무엇인가
이 MCP는 HUD API를 통해 PyTorch의 CI/CD 데이터와 상호 작용하기 위한 Python 라이브러리 및 서버를 제공하며, ClickHouse 통합을 통해 워크플로우, 작업 로그 및 분석에 대한 액세스를 제공합니다.
이 MCP 사용 방법
pip로 설치(pip install git+https://github.com/izaitsevfb/claude-pytorch-treehugger.git)하고 python -m pytorch_hud로 MCP 서버를 시작합니다. claude mcp add hud pytorch-hud와 같은 CLI 명령을 사용하여 연결합니다.
이 MCP의 활용 용도
PyTorch CI/CD 파이프라인 분석, 로그 패턴 추출, 테스트 결과 모니터링, 리소스 사용량 추적 및 대규모 CI 시스템을 위한 효율적인 로그 분석 수행.
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.
Vernclaw Plugins for OpenClaw
Ready-to-use connectors for SEO data, social reading & content generation. Pay-as-you-go credits with audit logs.