AgentScout / evals & observability / MLflow
evals & observabilityOpen source + cloudNewAdded Oct 16, 2026

MLflow logoMLflow

Open-source platform for tracing, evaluating and managing agents, LLM apps and ML models.

✨ Try AgentScout's free AI image generator →

Good for: automating workflows, evaluating agents, monitoring agents in production

Use cases

About MLflow

MLflow is listed in our evals & observability category and is aimed at builders. Open-source platform for tracing, evaluating and managing agents, LLM apps and ML models. Pricing, as the maker states it: Open source + cloud. Maturity: Mature. We last checked the official link on 2026-10-16.

MLflow alternatives

Other evals & observability tools in our directory. See all evals & observability tools →

Badge for makers

Built MLflow? Add this badge to your README or site. It links back to this page. About badges

Listed on AgentScout (light)
Listed on AgentScout (dark)

Get the best new AI agents, weekly

One short email with new tools, launches and what's worth trying. Free, unsubscribe anytime.