Fabraix Red Team Playground
Free · Open source
AI security researchers
AI coding tools write fast and skip the boring parts — like checking whether your new auth endpoint leaks session tokens or your SQL query bypasses row-level security. PreFlight is the local scanner that catches those gaps before they reach a commit.
$19/mo · Free tier: Unlimited scans, 10 free patches (local + deep-reasoning AI) · Checked Jul 1, 2026
PreFlight installs via npm and runs as a pre-commit gate, scanning AI-generated code for security vulnerabilities in auth flows, database logic, and SQL patterns — then offering deterministic or AI-assisted patches inline. It integrates with VS Code, Cursor, and MCP clients, so the scan happens in the environment where the AI code was written. The free tier caps patches at ten, which is sufficient for evaluation but stops short of daily use on an active codebase. Teams that exceed that ceiling without a pro key lose the fix-application step and are left with scan output only. The repo is open-source and self-hosted, so the scan never phones home.
Bottom line: Pick PreFlight if you want a local, no-cloud security gate between Copilot and your main branch — but plan for the patch cap to force a licensing decision the moment a junior dev using AI tooling ships more than ten fixable issues in a sprint.
Unlimited local scanning plus 10 free patch applications across local deterministic fixes and proxy-backed AI fixes. Zero config for scanning. A Pro key is only required after the 10 free patches are used.
Unlimited scans and fixes, including deep reasoning remediation for complex multi-file architectural flaws, tenant isolation logic, and parametric SQL injections.
Per-seat pricing for team rollout with shared onboarding and unlimited scans and fixes.
View full pricing on github.com →
Pricing may have changed since last verified. Check the official site for current plans.
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PreFlight sits between your AI coding assistant and your version control system. The core workflow is a pre-commit scan: the tool inspects staged code for vulnerabilities in authentication logic, database queries, and SQL safety patterns — including row-level security (RLS) checks — then surfaces findings with an option to apply a deterministic or AI-assisted patch before the commit lands. Installation is via npm; the GitHub repo confirms local execution with no cloud dependency for the scanning step itself.
The differentiating feature is the MCP client integration. Beyond VS Code and Cursor extensions, PreFlight exposes an MCP interface, which means it can be invoked as an external tool from any MCP-compatible client. That positions it as a security checkpoint that other agents or editor workflows can call directly, rather than something a developer has to remember to run manually.
PreFlight fits tightest in teams that have adopted AI coding tools broadly and need a local enforcement layer before code reaches CI. It does not replace a full SAST pipeline or a cloud-based security scanner — it is scoped to the classes of vulnerability that AI code generators frequently introduce. The free tier enforces a hard patch limit, documented in the repo as ten patches before a PREFLIGHT_PRO_KEY is required for unlimited use. Teams running high-volume AI-assisted development will hit this ceiling inside a single sprint.
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