# MaaXYZ/MaaFramework

> MaaFramework is an image-recognition-based automation black-box testing framework in C++. It helps developers build low-code automation programs that recognize screen content and simulate input, originally based on the MAA project.

- Magnitude: 1.0 out of 10 — Steady
- Stars: 4,905 total · +1 star today, ≈ 3 by evening
- Star trust: star growth looks organic
- Category: Developer tools · Language: C++ · License: LGPL-3.0 · Created: 2023-04-24 · Last push: 2026-09-22
- GitHub: https://github.com/MaaXYZ/MaaFramework · Homepage: https://maafw.com · Page: https://gitnova.dev/en/r/MaaXYZ/MaaFramework

## Useful for

- Build a screen-automation test for a desktop or mobile app.
- Integrate a pipeline of image recognition and simulated input into an existing test suite.
- Prototype a low-code automation assistant for repetitive UI tasks.

## Why it’s here

- 1 star so far today, about 3 expected by the end of the day.
- GitHub Trending C++ today: #12, +5 stars.

## 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: 558
- Issues and pull requests: 1,443
- Watchers: 19
- Average over the last week: 5 per day
- Usual pace: 9 per day
- Stars in the last hour (measured): 0
- Latest release: v5.14.0-beta.1 (2026-09-17)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-08-24 … 2026-09-22: 6, 8, 5, 4, 6, 6, 4, 6, 6, 9, 6, 5, 3, 8, 50, 12, 5, 7, 2, 4, 7, 11, 2, 4, 4, 8, 4, 7, 6, 1

## Spotted in now

- GitHub Trending C++ today: #12, +5 stars

## More in this category

1. **dream-num/univer** — 6.4 · Breakout · Developer tools · TypeScript · +155 stars today, ≈ 278 by evening
   Open-source TypeScript SDK for embedding spreadsheet, document, and presentation editors into your own product, with a plugin architecture, Canvas rendering, a formula engine, and one Facade API for browser and Node.js. Suited for SaaS,…
   Full card: https://gitnova.dev/en/r/dream-num/univer.md
2. **bendlang/bend** — 5.9 · Peaking · Developer tools · TypeScript · +54 stars today, ≈ 126 by evening
   Bend 2 is a dependently-typed programming language with proofs that compiles to CPU and GPU. It lets you declare laws in LAWS.bend that the compiler mechanically verifies, blocking AI-agent mistakes.
   Full card: https://gitnova.dev/en/r/bendlang/bend.md
3. **anmolkapil/plexo** — 5.7 · Early signal · Developer tools · TypeScript · +119 stars today, ≈ 201 by evening
   Download manager for Windows and macOS that speeds up downloads by splitting files into 8 MB chunks fetched in parallel across multiple network interfaces (Wi-Fi, Ethernet, USB tethering).
   Full card: https://gitnova.dev/en/r/anmolkapil/plexo.md
4. **ysh1112/codex-model-watch** — 4.8 · Early signal · Developer tools · HTML · +23 stars today, ≈ 52 by evening
   A local Python tool that monitors Codex model usage: token consumption, 5h/7d quota levels, capacity rejections, and actively probes for silent model substitution via a minimal request.
   Full card: https://gitnova.dev/en/r/ysh1112/codex-model-watch.md
5. **superagents-lab/jev-search** — 4.3 · Cooling · Developer tools · TypeScript · +8 stars today, ≈ 23 by evening
   A web search app where TypeSafe's Jev interprets plain-language questions to pick sources, time ranges and queries, then ranks results from Search1API with visible relevance scores. Returns links and snippets instead of generated answers.
   Full card: https://gitnova.dev/en/r/superagents-lab/jev-search.md

---

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 2026-09-22 12:33 UTC, updated every 30 minutes.