Mmcp.market

Head to head

HallucC — Hallucination & Safety Guardian vs ha-mcp

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

No reviews yet

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

Full listing
ha-mcpio.github.homeassistant-ai/ha-mcp
C
No reviews yet

Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.

Full listing

The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours HallucC — Hallucination & Safety Guardian (87/100 against 55). HallucC — Hallucination & Safety Guardian is hosted and callable through the gateway; ha-mcp runs on your own machine. ha-mcp has noticeably more public adoption.

 HallucC — Hallucination & Safety Guardianha-mcp
User ratingNo reviews yetNo reviews yet
Safety gradeA87/100C55/100
AdoptionGrowingWidely used
GitHub stars04.8k
Downloads / week67k
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-09-172026-09-19
CategoryAI and agentsAI and agents

Other comparisons