Proofof AI MCP
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TDQS
Scored across 6 tools
Each tool has a distinct purpose, but check_provenance and detect_deepfake_image both inspect files for authenticity, potentially causing confusion. However, the descriptions clearly differentiate C2PA metadata vs. AI generation signatures.
All tool names follow a consistent verb_noun pattern in snake_case, e.g., check_provenance, generate_content_certificate, verify_text_origin. No deviations or mixed conventions.
With 6 tools covering provenance checking, AI detection, certification, and stats, the count is well-scoped for the domain. Each tool serves a clear function without unnecessary bloat.
Core workflows (provenance check, deepfake detection, text analysis, certificate lifecycle) are covered, but missing features like listing certificates or searching by metadata limit completeness. Notable but not severe gaps.