Shap
MCP Serverby hxk622 · Added 5mo ago
Claude
4
Install
git clone https://github.com/hxk622/TokenDanceAdd to Claude
claude mcp add shapQuick Setup Config
Copy & paste ready~/Library/Application Support/Claude/claude_desktop_config.json (macOS) %APPDATA%\Claude\claude_desktop_config.json (Windows)
{
"mcpServers": {
"shap": {
"command": "npx",
"args": [
"@modelcontextprotocol/shap"
]
}
}
}Paste into your Claude Desktop config file, then restart Claude.
About
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box mo...
Tags
ai-mlpythongobashdebuggingskill