Head to head
ha-mcp vs visual-intent-layer
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
Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants.
Full listingvisual-intent-layer
Aio.github.willa-code/visual-intent-layerNo reviews yet
Point at visible targets in an agent-built interface, and deliver grounded Annotations.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours visual-intent-layer (89/100 against 55). ha-mcp has noticeably more public adoption.
| ha-mcp | visual-intent-layer | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C55/100 | A89/100 |
| Adoption | Widely used | Growing |
| GitHub stars | 4.8k | 0 |
| Downloads / week | 67k | 69 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | Apache-2.0 |
| Last release | 2026-09-19 | 2026-09-18 |
| Category | AI and agents | AI and agents |