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Hicortex — AI Fleet Memory vs Unified AI System MCP Gateway

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

Hicortex — AI Fleet Memoryio.github.gamaze-labs/hicortex
C
No reviews yet

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

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Unified AI System MCP Gatewayio.github.happy520ai/unified-ai-system
A
No reviews yet

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

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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 Unified AI System MCP Gateway (88/100 against 55).

 Hicortex — AI Fleet MemoryUnified AI System MCP Gateway
User ratingNo reviews yetNo reviews yet
Safety gradeC55/100A88/100
AdoptionGrowingGrowing
GitHub stars26
Downloads / week1.3k–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools11—
Write actions2—
Price per callFreeFree
LicenceNOASSERTIONApache-2.0
Last release2026-09-172026-09-19
CategoryAI and agentsAI and agents

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