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Head to head

neuromcp vs Octocode

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

neuromcpio.github.AdelElo13/neuromcp
D
No reviews yet

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

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Octocodeio.github.Muvon/octocode
A
No reviews yet

AI-powered code indexer with semantic search and knowledge graphs

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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 54). Octocode has noticeably more public adoption.

 neuromcpOctocode
User ratingNo reviews yetNo reviews yet
Safety gradeD54/100A94/100
AdoptionGrowingEstablished
GitHub stars4475
Downloads / week289467
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceNOASSERTIONApache-2.0
Last release2026-09-152026-09-18
CategoryWeb searchWeb search

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