Mmcp.market

Head to head

Octocode vs Refsee

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Octocodeio.github.Muvon/octocode
A
No reviews yet

AI-powered code indexer with semantic search and knowledge graphs

Full listing
Refseecom.refsee/refsee
B
No reviews yet

Search visual references, explore similar frames and manage your Refsee moodboards.

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Octocode (94/100 against 70). Refsee is hosted and callable through the gateway; Octocode runs on your own machine. Octocode has noticeably more public adoption.

 OctocodeRefsee
User ratingNo reviews yetNo reviews yet
Safety gradeA94/100B70/100
AdoptionEstablishedNew
GitHub stars475
Downloads / week467
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools
Write actions
Price per callFreeFree
LicenceApache-2.0
Last release2026-09-18
CategoryWeb searchWeb search

Other comparisons