The Index · Productivity

Marrow vs Smartbear

Smartbear scores 12 points higher on the same evidence, which is a real separation rather than noise. Both are measured the same way, on the same day, from public evidence only — so this is a comparison of two measurements rather than two marketing pages. How we measure ›

MarrowSmartbearwhat it means
tashan score6981upkeep + freshness, gated by adoption
Adoption evidence2k/wk18k/wkthe raw public signal the score came from
Last releaseactiveactivenpm publish or repo push
Upkeep6799cadence, maintainers, status
Expertise gradenot gradednot gradedan LLM read of its own documentation against a fixed rubric
Security auditno known advisories, no build provenanceno known advisories, no build provenanceexistence of findings is always free; the detail a licence buys is on each dossier
Licence
Maintainersone primarymore than onebus-factor risk

Install either

Marrow

claude mcp add marrowid-cli -- npx -y @marrowid/cli

Smartbear

claude mcp add smartbear-mcp -- npx -y @smartbear/mcp

Neither score is a security verdict — "well maintained" and "nothing known is wrong" are different claims, which is why the audit is a separate row and never folded into the number. The full audit for each, including what a licence adds, is on its own page: Marrow · Smartbear.

All ranked Productivity ›