The Index · Productivity

Codecartographer vs Smartbear

Smartbear scores 13 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 ›

CodecartographerSmartbearwhat it means
tashan score6881upkeep + freshness, gated by adoption
Adoption evidence1k/wk18k/wkthe raw public signal the score came from
Last releaseactiveactivenpm publish or repo push
Upkeep6999cadence, maintainers, status
Expertise gradedeepnot gradedan LLM read of its own documentation against a fixed rubric
Security auditno known advisoriesno 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

Codecartographer

claude mcp add codecartographer-pi -- npx -y codecartographer-pi

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: Codecartographer · Smartbear.

All ranked Productivity ›