Head to head
KnowledgeRail vs PeopleMCP
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
KnowledgeRail
Aio.github.Deviank88/knowledge-railNo reviews yet
Persistent, evidence-backed project knowledge and task context for coding agents.
Full listing
No reviews yet
Semantic search for people, projects and AI agents by task, skills and collaboration needs.
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 KnowledgeRail (92/100 against 81). PeopleMCP is hosted and callable through the gateway; KnowledgeRail runs on your own machine.
| KnowledgeRail | PeopleMCP | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | B81/100 |
| Adoption | Growing | Growing |
| GitHub stars | 0 | 0 |
| Downloads / week | 148 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 1 | 11 |
| Write actions | — | 4 |
| Price per call | Free | Free |
| Licence | Apache-2.0 | MIT |
| Last release | 2026-09-13 | 2026-09-09 |
| Category | Productivity | Productivity |