Security
ByteRay AI
Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai
Unranked score draft
Evidence history
Review snapshots show why the current score, confidence, and risk labels changed over time.
This review depth is not eligible for MCP Rank leaderboards until a Deep Review is complete.
| Date | Change | Score | Confidence | Risk |
|---|---|---|---|---|
| May 19, 2026 | Initial MCP Rank review captured from the curated seed dataset. MCP Rank completed a source review on 2026-05-19 using official registry metadata, reachable source links, and repository/API metadata where available. seed snapshot · reviewed | 53 | low | high |
Evidence notes
Best-fit use cases
Teams considering ByteRay AI can now see a source-reviewed, evidence-linked listing instead of an indexed-only row.
Useful as a candidate for deeper review, maintainer claim, or comparison content.
Risk analysis
Current risk level is high based on category, source metadata, and exposed capability surface.
Open issue count was not available from public source metadata at review time.
Confidence remains bounded by available public source links until install testing and maintainer verification are complete.