Rank #1697 · on radar since 2026-07-03
magpie-search
Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-weighted RRF. Apache-2.0.
Visit homepage ↗local-firstdeveloper-toolsretrievalmodel-context-protocol+12
Momentum
42.2
24h–7d–
Why it's ranked
Every score decomposes into published factors — the same math for every tool, paid or not. Read the methodology →
| Velocity (weighted, cohort-normalized) | 0.438 |
| Signal decay | 0.995 |
| Corroboration | 1.000 |
| Quality gate | 1.000 |
Raw signals (30 days)
github · forks2 latest · 2 snapshots
github · stars25 latest · 2 snapshots