Iris

Scores every AI agent run for quality, safety, and cost locally, with no SDK and no account.

Servicefreemiumglobal

Iris is a free, local tool that scores every AI agent run for quality, safety, and cost - checking for PII exposure, prompt injection, and hallucination markers with 25 deterministic rules and no LLM calls required, replacing eyeballing a few sample outputs. Runs land in a local SQLite database, with no SDK or account needed to get started.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of Iris - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

Claim Iris to unlock →

Something wrong with this listing — dead link, not a real product, wrong info?

Try Matchbox with your own problem

Describe what is not working - we’ll show you whether Iris (or something else) actually fits.

Try a problem