Mmcp.market

Head to head

Ha vs Ai Model Experiments

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

Haio.github.homeassistant-ai/ha-mcp
C
No reviews yet

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

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Ai Model Experimentsio.github.pipeworx-io/ai-model-experiments
B
No reviews yet

AI Model Experiments MCP ('Model Lab') — run the same prompts across many

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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 Ai Model Experiments (77/100 against 55). Ai Model Experiments is hosted and callable through the gateway; Ha runs on your own machine. Ha has noticeably more public adoption.

 HaAi Model Experiments
User ratingNo reviews yetNo reviews yet
Safety gradeC55/100B77/100
AdoptionWidely usedGrowing
GitHub stars4.8k0
Downloads / week67k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools44
Write actions7
Price per callFreeFree
LicenceMITMIT
Last release2026-09-192026-09-17
CategoryAI and agentsAI and agents