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lightsifter/sift-light

Evidence-first search for AI agents / Claude Code & Codex & Pi & OMP & kimi & mcp

#RAG
Visit GitHub
JavaScript
99
6
1 contributors
GNU Affero General Public License v3.0
FeaturedAdvertise to 180K+ monthly visitors
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Control what AI can do before it acts

Bifrost

Enterprise AI Gateway Built For Scale: Route, Govern, and Secure All Your AI Traffic

Momentum

How fast lightsifter/sift-light is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 26 – Oct 21, 2026

Stars +99 in 57 days

02040
39

Forks +6 in 57 days

012
2

Merged PRs 75 in 57 days

0246
6

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 26Sep 3Sep 11Sep 19Sep 27Oct 5Oct 13Oct 21
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Aug 26, 2026+0+00
Thu, Aug 27, 2026+1+05
Fri, Aug 28, 2026+39+01
Sat, Aug 29, 2026+4+16
Sun, Aug 30, 2026+0+02
Mon, Aug 31, 2026+6+11
Tue, Sep 1, 2026+2+10
Wed, Sep 2, 2026+1+01
Thu, Sep 3, 2026+0+04
Fri, Sep 4, 2026+6+23
Sat, Sep 5, 2026+2+02
Sun, Sep 6, 2026+0+06
Mon, Sep 7, 2026+3+02
Tue, Sep 8, 2026+1+04
Wed, Sep 9, 2026+2+04
Thu, Sep 10, 2026+9+03
Fri, Sep 11, 2026+1+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+2+01
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+2+04
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+05
Tue, Sep 22, 2026+2+04
Wed, Sep 23, 2026+0+01
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+0+01
Wed, Sep 30, 2026+1+02
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+4+00
Sat, Oct 3, 2026+1+00
Sun, Oct 4, 2026+0+01
Mon, Oct 5, 2026+1+01
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+01
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+4+03
Sat, Oct 10, 2026+0+01
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+03
Tue, Oct 13, 2026+0+02
Wed, Oct 14, 2026+1+01
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+1+10
Sat, Oct 17, 2026+1+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+1+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+0+00
Total+99+675
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 122 posts
    • Shipping notes from an evidence-first local retrieval layer for agents

      Read full on Reddit

      r/LLMDevs

    • Showcase: sift-light 1.1.0 — local MCP search with source verification and visual retrieval

      Read full on Reddit

      r/mcp

  2. Oct 111 post
    • 把这个仓库给你的agent,一给一个不吱声,一给一个好吃!如果是codex 绝对会开放拥抱的~ 去吧,你的agent的精神湿粮,用了绝对不会说不好~

      Read full on X, posted by @xcPenny6

      @xcPenny6 · x.com

  3. Oct 101 post
    • 🥳 sift-light 1.0.5-6 - 1. 新增无效正则、路径不存在时的结构化修复示例。 - 2. 修复敏感请求在 redact=true 下的回显风险。 - 3. 补充 redact 使用说明,明确其为显示脱敏而非沙箱隔离

      Read full on X, posted by @xcPenny6

      @xcPenny6 · x.com

  4. Oct 91 post
    • This release is less about making search louder. It is about making search more trustworthy when the repo is large, the wording is imperfect, and the answer needs to be backed by actual source.

      Read full on X, posted by @xcPenny6

      @xcPenny6 · x.com

  5. 17 days earlier
  6. Sep 223 posts
    • Jev + coding agents: what I learned from making semantic code search fail in batches, not all at once

      Read full on Reddit

      r/LLMDevs

    • Jev + open source: keeping useful local code-search evidence when semantic judging partly fails

      Read full on Reddit

      r/OpenSourceeAI

    • Jev + MCP: I fixed a failure mode where one oversized judge request could ruin the whole search

      Read full on Reddit

      r/mcp

  7. Sep 211 post
    • Jev + MCP for coding agents: baoer_signal_grep 1.6.6 adds a semantic judgment layer without giving up local evidence

      Read full on Reddit

      r/mcp

  8. 7 days earlier
  9. Sep 141 post
    • I rebuilt the part of my coding-agent workflow I kept taking for granted: search — baoer_signal_grep 1.6.0

      Read full on Reddit

      r/LLMObservability

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