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cff-version: 1.2.0
message: >-
If you use UFFS in research, tooling, or published work, please cite it
using the metadata below. A "Cite this repository" button will appear
in the GitHub sidebar once this file is merged.
# ── Identity ────────────────────────────────────────────────────────────────
title: "UFFS — Ultra Fast File Search"
abstract: >-
UFFS is a benchmark-driven NTFS search engine for Windows, written in Rust.
It bypasses Windows file-enumeration APIs and reads the NTFS Master File
Table (MFT) directly, building a compact persisted index that is held in
memory by a background daemon. Targeted queries are answered in 0–3 ms
daemon-side; the engine has been scale-tested to 100.4 million records.
A single Rust core powers the CLI, TUI, daemon IPC API, and an MCP server
that exposes deterministic local filesystem retrieval to AI agents.
Published benchmarks show UFFS winning 12/12 head-to-head cells against
Everything (voidtools) on documented targeted-query workloads.
# ── Authorship ───────────────────────────────────────────────────────────────
authors:
- name: "Sky, LLC"
alias: skyllc-ai
website: "https://github.com/skyllc-ai"
- given-names: Robert
family-names: Nio
alias: githubrobbi
orcid: "" # add if/when an ORCID is registered
# ── Source & license ────────────────────────────────────────────────────────
repository-code: "https://github.com/skyllc-ai/UltraFastFileSearch"
url: "https://github.com/skyllc-ai/UltraFastFileSearch"
license: MPL-2.0
license-url: "https://github.com/skyllc-ai/UltraFastFileSearch/blob/main/LICENSE"
# ── Version ─────────────────────────────────────────────────────────────────
# Keep this in sync with [workspace.package].version in Cargo.toml.
# The release pipeline (release-plz / just ship) should bump this automatically
# once Pattern 5 in build/update_all_versions.rs is extended to cover CITATION.cff.
version: "0.5.120"
date-released: "2026-06-09"
# ── Classification ───────────────────────────────────────────────────────────
type: software
keywords:
- ntfs
- mft
- file-search
- windows
- rust
- search-engine
- mcp
- model-context-protocol
- cli
- daemon
- forensics
- sysadmin
- developer-tools
- agent-tools
- everything-alternative
# ── Related identifiers ──────────────────────────────────────────────────────
# Uncomment and populate once benchmark data or a companion paper is published.
# references:
# - type: dataset
# title: "UFFS Benchmark Corpus and Raw Results"
# url: "https://github.com/skyllc-ai/UltraFastFileSearch/tree/main/docs/benchmarks"