Source: https://seerepo.com/compare/droidrun/mobilerun/vs/unclecode/crawl4ai
Markdown source: https://seerepo.com/compare/droidrun/mobilerun/vs/unclecode/crawl4ai.md
Description: mobilerun and crawl4ai share 7 technologies: AIOHTTP, anyio, Rich, pyjwt, MCP, pillow, and Pydantic. Both are written in Python.

# mobilerun vs crawl4ai

mobilerun and crawl4ai share 7 technologies: AIOHTTP, anyio, Rich, pyjwt, MCP, pillow, and Pydantic. Both are written in Python.

- [droidrun/mobilerun](https://seerepo.com/r/droidrun/mobilerun): Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖
- [unclecode/crawl4ai](https://seerepo.com/r/unclecode/crawl4ai): Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.

## What they share and what sets them apart

- In common: AIOHTTP, anyio, Rich, pyjwt, MCP, pillow, Pydantic
- Only in mobilerun: PostHog, inquirerpy, llama-index-workflows, llama-index, llama-index-llms-openai, llama-index-llms-ollama, llama-index-llms-openai-like, OpenTelemetry
- Only in crawl4ai: FastAPI, uvicorn, aiosqlite, Redis, SQLite, unclecode-litellm, rank-bm25, nltk, lxml, beautifulsoup4, pdf2image, pypdf, email-validator, Gunicorn, psutil, prometheus-fastapi-instrumentator

## Side by side

| | mobilerun | crawl4ai |
|---|---|---|
| Size | 50,487 lines written, 128 code files | 176,861 lines written, 105 code files |
| Who writes it | 9.7% of its commits signed by AI. With Claude Code and Codex | 4.4% of its commits signed by AI. With Claude Code, Factory, Cursor, CodeRabbit, and Devin |
| Activity | Last push November 14, 2026, 1,245 commits, 10,041 stars | Last push November 10, 2026, 1,446 commits, 87,261 stars |
| Tests | 69 test files. 0.8% of its code files have a test that imports them | 286 test files. 56.2% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, mobilerun or crawl4ai?

crawl4ai, with 176,861 lines written; mobilerun has 50,487.

The proof: [unclecode/crawl4ai's code at commit cae74b2](https://github.com/unclecode/crawl4ai/tree/cae74b203a33994f7e13b9052c3b0d5c93daa0e6)

### Which has more GitHub stars, mobilerun or crawl4ai?

crawl4ai, with 87,261 stars; mobilerun has 10,041.

The proof: [unclecode/crawl4ai on GitHub](https://github.com/unclecode/crawl4ai)

### Which has more tests, mobilerun or crawl4ai?

crawl4ai, with 286 test files; mobilerun has 69.

The proof: [unclecode/crawl4ai's code at commit cae74b2](https://github.com/unclecode/crawl4ai/tree/cae74b203a33994f7e13b9052c3b0d5c93daa0e6)

### Which was updated more recently, mobilerun or crawl4ai?

mobilerun: its last push was on November 14, 2026, and crawl4ai's on November 10, 2026.

The proof: [droidrun/mobilerun's commits on GitHub](https://github.com/droidrun/mobilerun/commits)

### Which has more commits signed by AI, mobilerun or crawl4ai?

mobilerun: an AI signed 9.7% of its commits, with Claude Code and Codex; in crawl4ai, 4.4%.

The proof: [the commits each tool signed in droidrun/mobilerun](https://seerepo.com/r/droidrun/mobilerun/ai)

## Sources

- droidrun/mobilerun: Read on November 14, 2026, at commit e340042 (https://github.com/droidrun/mobilerun/tree/e34004270a9d7b68824b94a3a5ba6698cefea69d)
- unclecode/crawl4ai: Read on November 12, 2026, at commit cae74b2 (https://github.com/unclecode/crawl4ai/tree/cae74b203a33994f7e13b9052c3b0d5c93daa0e6)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.