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Head to head

llmtrim vs HallucC — Hallucination & Safety Guardian

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
No reviews yet

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

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HallucC — Hallucination & Safety Guardianio.github.fredyee/hallucc
A
No reviews yet

Hallucination & safety checks for LLM/Agent outputs: claim-level fact-check with citations.

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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 87 out of 100). HallucC — Hallucination & Safety Guardian is hosted and callable through the gateway; llmtrim runs on your own machine. llmtrim has noticeably more public adoption.

 llmtrimHallucC — Hallucination & Safety Guardian
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A87/100
AdoptionEstablishedGrowing
GitHub stars2360
Downloads / week220–
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceMPL-2.0MIT
Last release2026-09-162026-09-17
CategoryAI and agentsAI and agents

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