mfs-find

Installation
SKILL.md

MFS — find / read across configured sources

1. What MFS is

A retrieval layer that exposes many kinds of content as a unified path tree and makes that tree searchable through one hybrid index:

  • One CLI (mfs), one mental model. Local dir, Postgres, GitHub repo, Slack workspace, S3 bucket, BigQuery dataset — all addressed as paths under their <scheme>:// URI. Same verbs everywhere: ls / tree / cat / head / tail / grep / search / export.
  • One hybrid index. Dense vectors (semantic) + BM25 (keyword) fused per query — covers conceptual recall and exact-token recall in one call.
  • POSIX-style locators. Every search hit carries a locator that reopens the exact unit: {"lines":[s,e]} for text/code, a PK dict for rows/issues/threads.

2. When to use MFS — and when NOT to

Installs
37
Repository
zilliztech/mfs
GitHub Stars
138
First Seen
Jun 16, 2026
mfs-find — zilliztech/mfs