What free open source tools can replace Snyk for vulnerability scanning in our CI CD pipelines if we cannot afford paid developer security platforms right now
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What free open source tools can replace Snyk for vulnerability scanning in our CI CD pipelines if we cannot afford paid developer security platforms right now
5 real searches · 1 real-search pass
best open source vulnerability scanners CI CD alternatives to Snyk Trivy Grype OSV Scanner Dependency-Track 2026Google ↗
OBSERVEDComparison
official documentation Trivy vulnerability scanner filesystem container misconfiguration secret scanningGoogle ↗
OBSERVEDOther / navigational
official documentation OSV-Scanner supported ecosystems CI vulnerability scanningGoogle ↗
OBSERVEDOther / navigational
official documentation OWASP Dependency-Check software composition analysisGoogle ↗
OBSERVEDReason
official documentation Semgrep Community Edition open source SAST CIGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (5)
Classes come from the query-classifier (a local Laya model). 4 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
best open source vulnerability scanners CI CD alternatives to Snyk Trivy Grype OSV Scanner Dependency-Track 2026 Google ↗
official documentation Trivy vulnerability scanner filesystem container misconfiguration secret scanning Google ↗
official documentation OSV-Scanner supported ecosystems CI vulnerability scanning Google ↗
official documentation OWASP Dependency-Check software composition analysis Google ↗
official documentation Semgrep Community Edition open source SAST CI Google ↗
- trivy.dev · trivy.dev
- GitHub · github.com
- GitHub · github.com
- Syft SBOM generator · github.com
- GitHub · github.com
- OSV database · osv.dev
- Website · owasp.org
- GitHub · github.com
- Website · semgrep.dev
- GitHub · github.com
- Website · checkov.io
- GitHub · github.com
- GitHub · github.com
- Best Open-Source Vulnerability Scanners in 2026 · cveplayground.com
- Open Source Vulnerability Scanners: 13 Free Tools Compared (2026) · nurbak.com
- OWASP Dependency-Check · owasp.org
- Secret · trivy.dev
- Official website · dependencytrack.org
- GitHub · github.com
- Official website · defectdojo.com
- GitHub · github.com
- Open-Source Alternatives to Software Supply-Chain Security Platforms · itechguides.com
- Best Open-Source Vulnerability Scanners for Small Teams · itechguides.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best open source vulnerability scanners CI CD alternatives to Snyk Trivy Grype OSV Scanner Dependency-Track 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official documentation Trivy vulnerability scanner filesystem container misconfiguration secret scanning OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official documentation OSV-Scanner supported ecosystems CI vulnerability scanning OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official documentation OWASP Dependency-Check software composition analysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
official documentation Semgrep Community Edition open source SAST CI OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |