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@csgaglobal/explainability-engine

v1.0.0

Published

14 days ago

AI decision explainability and interpretability tools. Provides SHAP, LIME, counterfactual explanations, and stakeholder-appropriate explanation generation.

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mcp ai-governance compliance csoai explainability interpretability shap lime counterfactual xai

@csgaglobal/explainability-engine

AI decision explainability and interpretability tools. Provides SHAP, LIME, counterfactual explanations, and stakeholder-appropriate explanation generation.

Installation

npx @csgaglobal/explainability-engine

MCP Configuration

{
  "mcpServers": {
    "explainability-engine": {
      "command": "npx",
      "args": ["-y", "@csgaglobal/explainability-engine"]
    }
  }
}

Tool: explainability_manage

Manage AI explainability and interpretability

Parameters

system_name: AI system to explain
operation: Operation (explain-decision, feature-importance, counterfactual, model-global, generate-report)
explanation_audience: Audience (technical, business, affected-individual, regulator, auditor)
explanation_method: Method (SHAP, LIME, counterfactual, attention, rule-extraction)
jurisdiction: Operating jurisdiction or region

Category

Category: DevOps
CA3O Level: DevOps

License

CC0-1.0 — Creative Commons Zero v1.0 Universal

Author

CSGA Global — Cyber Security Global Alliance https://csga-global.vercel.app/