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Head to head

Unified AI System MCP Gateway vs Image

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

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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Imageio.github.shinpr/mcp-image
B
No reviews yet

AI image generation and editing with prompt optimization and quality presets

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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 (88 and 83 out of 100). Image has noticeably more public adoption.

 Unified AI System MCP GatewayImage
User ratingNo reviews yetNo reviews yet
Safety gradeA88/100B83/100
AdoptionGrowingEstablished
GitHub stars6166
Downloads / week2.1k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools1
Write actions
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-192026-09-10
CategoryAI and agentsAI and agents

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