rolling-reader 0.6.3

Local-first web scraper that automatically rolls through HTTP → browser → JS state extraction

rolling-reader

Local-first web scraper that automatically rolls through HTTP → browser → JS state extraction.

Install

pip install rolling-reader

Python 3.11+. No Node.js required.

Note: playwright install chromium is not needed. rolling-reader connects to your existing Chrome browser — it does not download or manage its own browser.

Quick start

Static pages — works immediately after install:

rr https://news.ycombinator.com/
rr https://arxiv.org/abs/1706.03762 --clean   # article body only

SPA / login-required pages — requires Chrome running with remote debugging:

# Step 1: start Chrome with remote debugging (do this once per session)
#   macOS:   open -a "Google Chrome" --args --remote-debugging-port=9222
#   Windows: chrome --remote-debugging-port=9222
#   Linux:   google-chrome --remote-debugging-port=9222

# Step 2: scrape — rolling-reader reuses your existing session and cookies
rr https://app.example.com/dashboard

How it works

Level	Trigger	Speed
1 HTTP	Standard SSR page	~500 ms
2 CDP	SPA, JS rendering required, or auth-gated	~3 s
3 JS State	Next.js / Nuxt / Redux / Remix state variable detected	~1 s (3–4× faster than Level 2 DOM)

The dispatcher tries each level in order and stops at the first one that returns usable content. Level 3 is attempted inside Level 2 — if a known JS state variable is found, DOM parsing is skipped entirely.

Level 2 and 3 reuse your existing Chrome session, including cookies and local storage. No separate login step or credential storage required.

CLI options

Flag	Description
--clean / -c	Extract article body only (removes nav, ads, footers)
--output json|md	Output format (default: json)
--force-level 1|2|3	Skip auto-detection, force a specific level
--json-path <path>	Extract a nested field, e.g. title or props.pageProps
--no-cache	Bypass profile cache, always re-explore
--cdp <endpoint>	Chrome DevTools endpoint (default: http://localhost:9222)
--verbose / -v	Print level selection and timing to stderr

Batch scraping

# Multiple URLs as arguments
rr batch https://example.com https://news.ycombinator.com/

# From a file (one URL per line, # for comments)
rr batch urls.txt

# Pipe-friendly: data goes to stdout, progress to stderr
rr batch urls.txt --clean > results.jsonl

# Control concurrency (default: 3)
rr batch urls.txt --concurrency 10

Why not X

Tool	Limitation
Scrapling	Cannot reuse an existing logged-in Chrome session; no JS state extraction
Firecrawl	Cloud API — data leaves your machine, metered pricing
Jina Reader	Cloud API — data leaves your machine, metered pricing
rolling-reader	Fully local, reuses your Chrome session and cookies, free forever

Supported JS state variables (v0.2+)

The following window.* variables are probed automatically for Level 3 extraction:

• window.__NEXT_DATA__ — Next.js
• window.__NUXT__ — Nuxt.js
• window.__PRELOADED_STATE__ — Redux / custom
• window.__INITIAL_STATE__ — various frameworks
• window.__REDUX_STATE__ — Redux
• window.__APP_STATE__ — various
• window.__STATE__ — generic
• window.__STORE__ — MobX / custom
• window.APP_STATE — no-underscore variant
• window.initialState — camelCase variant
• window.__remixContext — Remix
• window.__staticRouterHydrationData — React Router v6 SSR

Unknown variables matching window.VAR = {…} are also detected via automatic scan.

License

MIT