AI bias detection and fairness assessment for AI agents. Instant bias risk scan, demographic ana...
90/100 A+ · ranked #17 of 339 MEOK MCPs · v1.2.0 · 6 tools
bias-detection-mcp scores 90/100 on the proofof.ai 100-point rubric — flagship-grade (top tier).
That is above the fleet average of 85. Install: pip install bias-detection-mcp.
| Category | Score | |
|---|---|---|
| README | 10/10 | |
| Tool design | 10/10 | |
| Examples | 10/10 | |
| Tests + CI | 10/10 | |
| Transports | 5/10 | |
| Metadata | 10/10 | |
| Reliability | 8/10 | |
| Security | 10/10 | |
| Docs surface | 7/10 | |
| Provenance/Revenue | 10/10 |
Framework: fastmcp · transport: stdio. Tools: quick_scan, detect_bias, fairness_metrics, mitigation_recommendations, regulatory_check, analyze_demographic_parity.
pip install bias-detection-mcpMCP client config: add {"command":"uvx","args":["bias-detection-mcp"]} under mcpServers.