43
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10 days ago
glama

biascope

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/cognis-digital-biascope-p78lir)](https://m8ven.ai/mcp/cognis-digital-biascope-p78lir)
commit: 124a557156390ca460879677fcff995c18d33338
code hash: ec28306bb3a30dc34489a6548ffa020665f5a696d89e9311c466e05670e74e5f
verified: 6/10/2026, 10:28:35 AM
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