# melchersimon011-bot/ai--manus

> Autonomous AI agent that executes code in a sandbox and controls a browser for multi-step tasks: navigating sites, filling forms, running scripts.

- Magnitude: 5.1 out of 10 — Early signal
- Stars: 241 total · +95 stars measured 2026-11-14, 00:14–11:13 UTC, ≈ 185 by evening
- Star trust: star growth looks organic
- Category: AI agents · License: Apache-2.0 · Created: 2026-11-13 · Last push: 2026-11-14
- GitHub: https://github.com/melchersimon011-bot/ai--manus · Page: https://gitnova.dev/en/r/melchersimon011-bot/ai--manus

## Useful for

- Run a script in the sandbox to test an idea without setting up an environment
- Gather data from multiple web pages via browser control
- Automate filling out repetitive web forms

## Why it’s here

- Star-counter measurements on 2026-11-14 (UTC), 00:14–11:13: 146 → 241 stars (+95). This is the change over that interval.
- Estimated end-of-day forecast: about +185 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 241 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 0
- Issues and pull requests: 0
- Watchers: 2
- Average over the last week: 166 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 46

## Stars per day, last 2 days (oldest → newest, today is partial)

2026-11-13 … 2026-11-14: 146, 95

## Magnitude by day, last 2 days

11-13 0.0, 11-14 5.1

## Similar by description

1. **sofixleon-arch/manus--ai** — 5.1 · Early signal · AI agents · +96 stars measured 2026-11-14, 00:13–11:13 UTC, ≈ 187 by evening
   Autonomous AI agent that runs code in a sandbox and controls a browser for multi-step tasks: navigating sites, filling forms, running scripts.
   Full card: https://gitnova.dev/en/r/sofixleon-arch/manus--ai.md
2. **buttheadtrenton16-byte/manus--ai** — 5.1 · Early signal · AI agents · +96 stars measured 2026-11-14, 00:13–11:13 UTC, ≈ 187 by evening
   An autonomous AI agent that runs code in a sandbox and controls a browser for multi-step tasks: navigating sites, filling forms, gathering data and automating routine work.
   Full card: https://gitnova.dev/en/r/buttheadtrenton16-byte/manus--ai.md
3. **StudentSeparate/ai--manus** — 4.8 · Early signal · AI agents · +79 stars measured 2026-11-14, 08:26–11:13 UTC, ≈ 145 by evening
   An autonomous AI agent that runs code in a sandbox and controls a browser for multi-step tasks: navigating sites, filling forms, running scripts. Aimed at students, remote workers, and small projects.
   Full card: https://gitnova.dev/en/r/StudentSeparate/ai--manus.md
4. **CircleChandlerSack/ai--manus** — 4.0 · Early signal · AI agents · Not enough measurements today
   An autonomous AI agent that executes code and controls a browser for multi-step tasks: navigating sites, filling forms, running scripts. Aimed at home, study, and light work scenarios.
   Full card: https://gitnova.dev/en/r/CircleChandlerSack/ai--manus.md
5. **alphafalcongamer-creator/manus--ai** — 5.1 · Early signal · AI agents · +96 stars measured 2026-11-14, 00:14–11:13 UTC, ≈ 187 by evening
   Autonomous AI agent that runs code in a sandbox and controls a browser for multi-step tasks: navigating sites, filling forms, running scripts.
   Full card: https://gitnova.dev/en/r/alphafalcongamer-creator/manus--ai.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-11-14 11:22 UTC, updated every 30 minutes.