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The CVEs that actually reach you.

Your dependencies, ranked by what your code really calls, each with its safe version.

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  • Usedqs 6.7.0, CVE-2022-24999package-lock.json

    Reachable through express.

    qs@6.7.0qs@6.9.7

    Fix readyBumped with express 4.17.3 in one pull request. Checks passed.

Reachable CVEs, each with its safe bump.

  • Reachable CVEs

    • routes/search.ts:18
    • qs.parse(req.query)
    • qs 6.7.0

  • Malicious releases

    • event-stream 3.3.6
    • flatmap-stream 0.1.1

  • Safe version bumps

    • qs 6.7.0 → 6.9.7
    • express 4.17.1 → 4.17.3

  • Every package manager

    • package-lock.json
    • poetry.lock
    • go.sum
    • Cargo.lock

The CVEs your code calls come first.

Every CVE in the tree

  • Alert: qs 6.7.0, CVE-2022-24999
  • Alert: lodash 4.17.20, known vulnerable version
  • Alert: axios 0.21.1, known vulnerable version

What your code calls

  • Used: qs 6.7.0, CVE-2022-24999package-lock.json
  • Used: lodash 4.17.20, known vulnerable versionpackage-lock.json
  • Potentially used: axios 0.21.1, known vulnerable versionpackage-lock.json
  • Unused: The other CVEs, in the cold queue

Bumped by your agent, in the session.

Your agent reads these findings as it writes, and moves to the fixed version before the commit.

See VibeDefend
  1. SCAScans the repository on every push.Found
  2. VibeDefendServes the finding to your coding agent.Served
  3. Your agentFixes it in the session.Fixed
  4. CommitGoes in without the flaw.Clean
  • Claude Code
  • Cursor
  • Windsurf
  • GitHub Copilot
  • OpenAI Codex

Start with one repository.

Connect GitHub, GitLab, Bitbucket or Azure DevOps, pick a repository, and the first scan starts.

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In detail

The CVEs your code calls, first.

  • Reachable CVEs

    Traced from your code to the vulnerable function: the file, the line, the exact import.

  • Malicious releases

    Known malicious versions, wherever they sit in the tree, transitive ones included.

  • Safe version bumps

    A pull request with the fixed version and a breaking-change check.

  • License risk

    Every dependency classified, from permissive to strong copyleft.

  • Every package manager

    npm, Yarn, pnpm, PyPI, Maven, Gradle, Go modules, NuGet, Cargo, Composer, Hex, RubyGems and Swift Package Manager, monorepos included.

Everything it checks

Signal-first SCA, without the alert pile.

Reachability empties the queue, the inventory is checked again all day long.

  • Real-Time Feedback

    Scan and secure your dependencies in real time during the development process.

  • Reachability-aware noise cut

    Most CVEs sit in dependencies your code never calls. We mark every package Used / Unused / Potentially Used, then promote the urgent ones and silence the rest.

  • Collaboration Tools

    Findings flow to Jira, GitHub Issues, GitLab Issues and Slack.

What our SCA sees beyond CVEs.

Reachability, licenses, malicious packages, provenance and automated bumps.

  • Zero-Day Threat Monitoring

    A scheduled job re-checks your inventory against OSV, GHSA and our AI-curated feed every 15 minutes.

  • Exploitable Path

    We trace each dependency back to your source: file path, line number, exact import.

  • Automated Version Updates

    Apply version upgrades automatically when a fix exists. Developers update dependencies straight from the IDE or repository, with a breaking-change check baked in.

  • Comprehensive Language Support

    CybeDefend SCA covers every package manager worth using: npm, Yarn, pnpm, PyPI, Maven, Gradle, Go modules, NuGet, Cargo, Composer, Hex, RubyGems, Swift Package Manager, plus monorepo-aware lockfile parsing for Nx, Turborepo and Bazel workspaces.

  • Malicious releases flagged in the tree

    Known malicious package versions are flagged wherever they sit in your dependency tree, transitive ones included.

  • AI-curated layer

    OSV and GHSA, augmented by an AI-curated layer continuously verified by our research team.

  • MCP server

    Native MCP server for any MCP-compatible agent (Claude Code, Cursor, Windsurf, GitHub Copilot, Gemini).

From CVE to bump

  • The CVE is reachable.

    Imported and called, so it is urgent, not noise.

  • Judged by call path.

    Unused packages ignored, the used ones ranked.

  • Bumped, not ticketed.

    The safe version lands in the same session.

Lockfile, graph, auto-bump bot.

From the lockfile in your IDE to the SBOM at deploy. Every finding routes through the same MCP your agent already speaks.

Frequently asked about CybeDefend SCA.

What does 'reachability-aware' actually mean?
We trace your import graph and call graph from the entry points down to every CVE-affected function. If your code never touches the vulnerable code path, the CVE is marked unreachable and moved to the cold queue, so you keep the handful that actually need a bump.
Which package managers and ecosystems do you cover?
npm, Yarn, pnpm, PyPI, Maven, Gradle, Go modules, NuGet, Cargo, Composer, Hex, RubyGems, Swift Package Manager. Monorepo-aware: Nx, Turborepo, Bazel, pnpm workspaces. Lockfile drift, fork detection, transitive depth, all handled.
How fast is the zero-day flow?
A scheduled job re-checks your inventory against OSV, GHSA and our AI-curated feed every 15 minutes. When a CVE matches a dependency you use, the impact lands in the dashboard with an exploit-path score, a Slack or Jira notification, and a fix PR ready to merge. The patch ships with a regression test and is CI-gated.
How do you handle license risk?
Every direct and transitive dependency is classified against its SPDX license: permissive, weak copyleft, strong copyleft, unknown. The dashboard surfaces GPL, AGPL and SSPL contagion against the rest of your codebase so legal can see at a glance which packages are risky to ship in proprietary code. Exceptions carry an expiry and an audit trail.
Can you scan private and self-hosted registries?
Yes. JFrog Artifactory, Sonatype Nexus, Cloudsmith and any OCI-compatible private mirror. Credentials are scoped per project, encrypted at rest, and rotated through your existing secret management.