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ryanmichaeljames/dataverse-mcp

https://github.com/ryanmichaeljames/dataverse-mcp · scanned 2026-06-16 04:37 UTC (1 month, 3 weeks ago)

2 raw signals (0 security + 2 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 2 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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44.4% cov · 2 findings

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Severity: Critical 0 High 0 Medium 2 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 2 Crowd 0 Layer: Security 1 Quality 1

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Scan summary Repository scanned at 79.7/100 with 44.4% coverage. It contains 9 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 2 findings — concentrated in security (1), quality (1). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 2 of 2 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

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