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@csgaglobal/bias-detection

v1.0.0

Published

9 days ago

AI bias detection, measurement, and mitigation across model lifecycle. Covers demographic parity, equalized odds, calibration, and intersectional fairness analysis.

Downloads

99

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mcp ai-governance compliance csoai bias fairness demographic-parity equalized-odds intersectional

@csgaglobal/bias-detection

AI bias detection, measurement, and mitigation across model lifecycle. Covers demographic parity, equalized odds, calibration, and intersectional fairness analysis.

Installation

npx @csgaglobal/bias-detection

MCP Configuration

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

Tool: bias_detection_manage

Manage AI bias detection and fairness

Parameters

system_name: AI system to assess
operation: Operation (detect, measure, mitigate, monitor, report)
fairness_metric: Metric (demographic parity, equalized odds, calibration, individual fairness, counterfactual)
protected_attributes: Protected attributes to assess (race, gender, age, disability, etc.)
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/