Score breakdown
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Useful for builders who want a lightweight memory layer that lives in the repository instead of inside one vendor's chat history or tool-specific session store.
Who should use it
Who should skip it
Consider mindmuxai/brain.md lower priority if you already have a working solution in this category.
About this signal
mindmuxai/brain.md is tracked by RepoRadar as a cli in the Developer Tools section. It was first seen on 2026-06-26 and last updated on 2026-06-26. The current verdict is 'try now' with a Silver tier and easy setup difficulty. The standout signals for mindmuxai/brain.md are workflow potential (9.3) and setup ease (8.8), while momentum (6.0) trails — that balance shapes where it fits best. This page summarizes the evidence RepoRadar has captured from captured source metadata. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.
How this item is evaluated
RepoRadar assigned mindmuxai/brain.md a composite score of 7.8 out of 10, placing it in the Silver tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 66.0 and never affects the composite score or tier. The risk label of 'conditional' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.
Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.
Risk explanation
The toolkit writes and updates repo memory files, so teams need a clear convention for what belongs in the brain and what should stay out; A shared brain can go stale if nobody curates it, which means low-signal notes can become agent cargo-cult instructions over time; The install step adds helper commands globally, so verify the exact setup behavior before rolling it onto managed developer machines.