Python · Apache-2.0
zilliztech/mfs
A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.
★ 158
Stars
18 forks · 4 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
13.3
Momentum / 100
see the breakdown below
6mo ago
Created
last push 3mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 6.9 | last push 3mo ago; decays to zero at 180 days |
| Scale | 15 | 6.4 | 158 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 13.3 | sum of the above |
Detail
| Topics | agentagent-memoryclaude-codeclaude-tagcode-searchcodexconnectorembeddingsfile-searchhybird-searchknowledge-basemarkdownmemorymilvusprogressive-disclosureragsemantic-searchskillsvector-database |
| Matched on | RAG (embeddings, semantic-search, vector-database) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +4 stars over 26 days = 0.2/day |
| Lifetime average | 0.79 stars/day over 199 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |