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CYBO

Runs cyber-defense and attack models that log each decision's reasoning and evidence and tie it to an accountable owner.
CYBO: data, price, alternatives
At a glancechecked Nov 1, 2026

not read yet

Use

For
Military cyber analysts and commanders who need traceable, explainable AI decisions inside mission environments
Used for
  • Verify and sign AI decisions before they are deployed
  • Find threats and show the evidence behind them
  • Map attack paths against a target network
Worth knowingcomputed from what we read · each with its source
Your datawhat they publish, each line with its page · read Oct 28, 2026

“We never use repository contents or other Customer Content to train AI models.”

privacy policy ↗

These are CYBO's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 28, 2026
  • MCP serverapp.ulapcybo/attestverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-28
  • Address to connectattest.ulapcybo.app/mcp

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Securityby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is CYBO?

    Runs cyber-defense and attack models that log each decision's reasoning and evidence and tie it to an accountable owner. It is listed in the Atlas under Security.

  • Who is CYBO for?

    Military cyber analysts and commanders who need traceable, explainable AI decisions inside mission environments

  • Do people use CYBO?

    Little sign of use.

  • Does CYBO train AI on your data?

    No, per its privacy policy (2026-10-28): “We never use repository contents or other Customer Content to train AI models.”

  • Is CYBO safe?

    We do not audit vendors. What CYBO publishes, read 2026-10-28: a trust center; on training with your data, “We never use repository contents or other Customer Content to train AI models.”.

  • What are alternatives to CYBO?

    In Security, by use: Nexus Void Automated Penetration Testing, The Art of Service, Custosa, Arcjet, CostBench.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk