Head to head
MCP vs HumanMirror Forge
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
HumanMirror Forge
?fr.humanmirror/forgeNo reviews yet
Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. MCP has noticeably more public adoption.
| MCP | HumanMirror Forge | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A99/100 | ? |
| Adoption | Established | — |
| GitHub stars | 533 | – |
| Downloads / week | 297 | – |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | — |
| Last release | 2026-09-19 | — |
| Category | AI and agents | AI and agents |