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io.github.CSOAI-ORG/ll144-bias-audit-mcp

Official registry Security

NYC Local Law 144 AEDT bias audit — selection rate, impact ratio (4/5ths), public summary

Source code Documentation

What can you do with io.github.CSOAI-ORG/ll144-bias-audit-mcp?

  • run_bias_audit(category, groups) — selection rate + impact ratio per group; flags impact ratio < 0.80 (4/5ths rule)
  • generate_ll144_summary(audits, tool_name, audit_date) — the publishable summary + overall compliance
  • check_compliance(...) — the procedural requirements (independent audit, published summary, candidate notice, ≤12 months)

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

PYPI package ll144-bias-audit-mcp
Claude Code 
claude mcp add ll144-bias-audit-mcp -- python ll144-bias-audit-mcp==0.1.2
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "ll144-bias-audit-mcp": {
            "command": "python",
            "args": [
                "ll144-bias-audit-mcp==0.1.2"
            ]
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

ll144-bias-audit-mcp

NYC Local Law 144 requires an independent annual bias audit of any Automated Employment Decision Tool (AEDT), with a published summary, before use. This computes the required metrics and signs the result. CSOAI Layer-0.

Tools

  • run_bias_audit(category, groups) — selection rate + impact ratio per group; flags impact ratio < 0.80 (4/5ths rule)
  • generate_ll144_summary(audits, tool_name, audit_date) — the publishable summary + overall compliance
  • check_compliance(...) — the procedural requirements (independent audit, published summary, candidate notice, ≤12 months)

Recurring, legally-required (DCWP-enforced). Apache-2.0.

Frequently asked questions

What is io.github.CSOAI-ORG/ll144-bias-audit-mcp?

NYC Local Law 144 AEDT bias audit — selection rate, impact ratio (4/5ths), public summary

How do I install io.github.CSOAI-ORG/ll144-bias-audit-mcp?

It runs on your machine. In Claude Code: claude mcp add ll144-bias-audit-mcp -- python ll144-bias-audit-mcp==0.1.2. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.CSOAI-ORG/ll144-bias-audit-mcp need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.CSOAI-ORG/ll144-bias-audit-mcp open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.CSOAI-ORG/ll144-bias-audit-mcp?

It is published by CSOAI-ORG. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.