LISA MCP服务器

Analyze the failures in ~/lisa/lisa_results.xml
API key: <your-key>
Endpoint: https://api.openai.com/v1/chat/completions
Model: gpt-4o
Save the report to ~/reports/

You: "Scan my LISA repo and show me all network tests at tier T1,
      then build a runbook for Azure that runs them on Ubuntu 22.04"

The AI invokes:
  1. discover_test_cases(lisa_path="~/lisa", area="network", tier="T1")
  2. build_runbook(name="Network T1", platform_type="azure",
                   tier="T1", image="ubuntu jammy 22.04-lts latest")

Result: a filtered list of tests + a ready-to-use runbook.yml

git clone https://github.com/kkkashan/LISA_MCP_Server.git ~/lisa-mcp-server
cd ~/lisa-mcp-server
pip install -e .

{
  "servers": {
    "lisa": {
      "command": "python3",
      "args": ["-m", "lisa_mcp.server"],
      "cwd": "/absolute/path/to/lisa-mcp-server"
    }
  }
}

Check the LISA environment and show me the available test tiers

lisa-mcp-server/
├── README.md                         ← You are here
├── QUICKSTART.md                     ← Start here
├── INSTALL.md                        ← Installation guide
├── USAGE.md                          ← Usage guide
├── pyproject.toml                    ← Python package metadata
├── mcp_config.json                   ← MCP client config snippet
├── .vscode/
│   └── mcp.json                      ← VS Code MCP server registration
│
├── lisa_mcp/                         ← Python package
│   ├── server.py                     ← FastMCP server (18 tools, 3 resources, 3 prompts)
│   ├── models.py                     ← Pydantic data models
│   └── tools/
│       ├── test_discovery.py         ← AST-based test scanner
│       ├── test_generator.py         ← Code + YAML generation
│       ├── runbook_builder.py        ← Runbook build/validate/update
│       ├── test_runner.py            ← lisa CLI subprocess wrapper
│       ├── result_parser.py          ← JUnit XML + console output parser
│       ├── log_collector.py          ← Memory-safe log extraction
│       ├── llm_analyzer.py           ← Azure OpenAI failure analysis
│       └── report_generator.py       ← HTML + Markdown report generation
│
├── docs/
│   ├── running-lisa.md               ← Step-by-step run guide
│   ├── tools-reference.md            ← All 18 tools documented
│   ├── test-discovery.md             ← Discovery internals
│   ├── writing-tests.md              ← Test authoring guide
│   ├── runbook-guide.md              ← Runbook authoring guide
│   ├── llm-analysis.md               ← AI analysis pipeline
│   ├── automation-guide.md           ← CI/CD integration
│   └── troubleshooting.md            ← Problem solving
│
└── examples/
    ├── azure_t1_runbook.yml          ← Ready-to-use T1 runbook
    ├── custom_selection_runbook.yml  ← Custom test selection
    ├── new_test_suite_example.py     ← Example test suite
    └── network_connectivity_test.py  ← Generated network test suite