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Head to head

KLYPIX Project Brain vs Google Surf

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

KLYPIX Project Brainio.github.dahshanlabs/klypix-mcp
B
No reviews yet

Active state management for multi-agent coding: a shared, versioned project brain over MCP.

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Google Surfio.github.HarimxChoi/google-surf-mcp
C
No reviews yet

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (71 and 65 out of 100).

 KLYPIX Project BrainGoogle Surf
User ratingNo reviews yetNo reviews yet
Safety gradeB71/100C65/100
AdoptionGrowingEstablished
GitHub stars8290
Downloads / week648438
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools227
Write actions1—
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-192026-09-10
CategoryAI and agentsAI and agents

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