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Bifrost
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Mininglamp-AI/Mano-P

Mano-P: Open-source GUI-VLA agent for edge devices. #1 on OSWorld (specialized, 58.2%). Runs locally on Apple M4 Mac mini/MacBook — no data leaves your device.Mano-P 是一个开源 GUI-VLA 项目，支持在 Mac mini/MacBook 上或通过算力棒本地运行推理，实现纯视觉驱动的跨平台 GUI 自动化操作。数据完全本地处理，支持复杂多步骤任务规划与执行。

#AI agent
Visit GitHub
2.8k
291
3 contributors
Apache License 2.0
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Momentum

How fast Mininglamp-AI/Mano-P 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

Sep 1 – Oct 31, 2026

Stars +235 in 61 days

0102030
30

Forks +37 in 61 days

024
4

Merged PRs 0 in 61 days

01

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

Not in the Trendshift top 25 in this period

Sep 1Sep 9Sep 17Sep 25Oct 3Oct 11Oct 19Oct 27
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
Tue, Sep 1, 2026+7+20
Wed, Sep 2, 2026+0+00
Thu, Sep 3, 2026+30+00
Fri, Sep 4, 2026+25+20
Sat, Sep 5, 2026+13+40
Sun, Sep 6, 2026+7+40
Mon, Sep 7, 2026+11+30
Tue, Sep 8, 2026+11+10
Wed, Sep 9, 2026+12+30
Thu, Sep 10, 2026+10+40
Fri, Sep 11, 2026+6+00
Sat, Sep 12, 2026+6+20
Sun, Sep 13, 2026+5+10
Mon, Sep 14, 2026+7+10
Tue, Sep 15, 2026+1+10
Wed, Sep 16, 2026+3+10
Thu, Sep 17, 2026+6+00
Fri, Sep 18, 2026+3+00
Sat, Sep 19, 2026+3+00
Sun, Sep 20, 2026+6+00
Mon, Sep 21, 2026+1+00
Tue, Sep 22, 2026+3+10
Wed, Sep 23, 2026+2+00
Thu, Sep 24, 2026+2+00
Fri, Sep 25, 2026+2+00
Sat, Sep 26, 2026+2+10
Sun, Sep 27, 2026+3+00
Mon, Sep 28, 2026+4+00
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+2+30
Thu, Oct 1, 2026+6+00
Fri, Oct 2, 2026+2+00
Sat, Oct 3, 2026+3+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+1+00
Tue, Oct 6, 2026+1+00
Wed, Oct 7, 2026+1+00
Thu, Oct 8, 2026+1+00
Fri, Oct 9, 2026+2+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+2+00
Mon, Oct 12, 2026+2+10
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+1+00
Thu, Oct 15, 2026+1+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+2+00
Sun, Oct 18, 2026+1+10
Mon, Oct 19, 2026+2+10
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+2+00
Thu, Oct 22, 2026+1+00
Fri, Oct 23, 2026+1+00
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+1+00
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+1+00
Wed, Oct 28, 2026+1+00
Thu, Oct 29, 2026+3+00
Fri, Oct 30, 2026+3+00
Sat, Oct 31, 2026+0+00
Total+235+370
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 211 post

    • Vision-Only Desktop Agents vs. API-Based: Running the Same Task Both Ways

      Read full on Hacker News

      Hacker News

  2. 7 days earlier
  3. Oct 141 post

    • Mano-P: Setting Up an On-Device GUI Agent Without Cloud Dependencies

      Read full on Hacker News

      Hacker News

  4. 14 days earlier
  5. Sep 301 post

    • No API keys, no cloud: running a GUI agent locally on Apple Silicon with Mano-P

      Read full on Reddit

      r/MininglampAI

  6. 7 days earlier
  7. Sep 231 post

    • Ran 30+ Projects Through an Autonomous Coding Pipeline. Here's What Survived.

      Read full on Reddit

      r/u_Enough-Astronaut9278

  8. 4 months earlier
  9. May 121 post

    • AI can now take action. - Operate desktop applications - Automate complex workflows - Work across tools with zero setup

      Read full on X, posted by @codemarch

      @codemarch · x.com

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