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Head to head

Neuromcp vs Octobrain

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
B
No reviews yet

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

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Octobrainio.github.Muvon/octobrain
A
No reviews yet

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

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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 Octobrain (94/100 against 77).

 NeuromcpOctobrain
User ratingNo reviews yetNo reviews yet
Safety gradeB77/100A94/100
AdoptionGrowingGrowing
GitHub stars414
Downloads / week277382
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools46—
Write actions7—
Price per callFreeFree
LicenceNOASSERTIONApache-2.0
Last release2026-09-152026-09-19
CategoryWeb searchWeb search

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