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Head to head

llmtrim 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.

llmtrimio.github.fkiene/llmtrim
A
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MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

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Unified AI System MCP Gatewayio.github.happy520ai/unified-ai-system
A
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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. Both score close on the safety scan (92 and 88 out of 100). llmtrim has noticeably more public adoption.

 llmtrimUnified AI System MCP Gateway
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A88/100
AdoptionEstablishedGrowing
GitHub stars2366
Downloads / week220
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceMPL-2.0Apache-2.0
Last release2026-09-162026-09-19
CategoryAI and agentsAI and agents

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