Vibe coding · VC5

Find security holes in a vibe-coded repo

6 candidates. None have been tested, so this list is alphabetical, not a rank.

Standard test task

Scan a seeded repo with a leaked API key, SQL injection and a vulnerable dependency; count true/false positives.

Not tested yet. A dash is an empty score, not a zero. We do not estimate results, prices, or ranks.

Not tested yet

Free tier + paid

Free tier

Checked 15 Oct 2026 · Source (opens in a new tab)

All-in-one app security scanner for startups

Job resultWeight 40
—
Speed and effortWeight 15
—
Price and free tierWeight 15
—
Ease of startWeight 10
—
Reliability and trustWeight 10
—
Community signalWeight 10
—
Last tested
Not tested yet
Evidence
No test evidence yet.

No score. We do not estimate one.

Unranked

GitGuardian

Not tested yet

Free for individuals + paid

Free tier

Checked 15 Oct 2026 · Source (opens in a new tab)

Secrets detection in repos

Job resultWeight 40
—
Speed and effortWeight 15
—
Price and free tierWeight 15
—
Ease of startWeight 10
—
Reliability and trustWeight 10
—
Community signalWeight 10
—
Last tested
Not tested yet
Evidence
No test evidence yet.

No score. We do not estimate one.

Unranked

Semgrep

Not tested yet

Free tier + paid; OSS engine

Free tier

Checked 15 Oct 2026 · Source (opens in a new tab)

Static analysis and secrets scanning

Job resultWeight 40
—
Speed and effortWeight 15
—
Price and free tierWeight 15
—
Ease of startWeight 10
—
Reliability and trustWeight 10
—
Community signalWeight 10
—
Last tested
Not tested yet
Evidence
No test evidence yet.

No score. We do not estimate one.

Unranked

Sentry

Not tested yet

Free tier + paid

Free tier

Checked 15 Oct 2026 · Source (opens in a new tab)

Error monitoring; has MCP server

Job resultWeight 40
—
Speed and effortWeight 15
—
Price and free tierWeight 15
—
Ease of startWeight 10
—
Reliability and trustWeight 10
—
Community signalWeight 10
—
Last tested
Not tested yet
Evidence
No test evidence yet.

No score. We do not estimate one.

Unranked

Snyk

Not tested yet

Free tier + paid

Free tier

Checked 15 Oct 2026 · Source (opens in a new tab)

Code, dependency and container security scanning

Job resultWeight 40
—
Speed and effortWeight 15
—
Price and free tierWeight 15
—
Ease of startWeight 10
—
Reliability and trustWeight 10
—
Community signalWeight 10
—
Last tested
Not tested yet
Evidence
No test evidence yet.

No score. We do not estimate one.

Unranked

Socket

Not tested yet

Free tier + paid

Free tier

Checked 15 Oct 2026 · Source (opens in a new tab)

Supply-chain/dependency risk detection

Job resultWeight 40
—
Speed and effortWeight 15
—
Price and free tierWeight 15
—
Ease of startWeight 10
—
Reliability and trustWeight 10
—
Community signalWeight 10
—
Last tested
Not tested yet
Evidence
No test evidence yet.

No score. We do not estimate one.

Weights and rules are on How we rank.

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