JR Trove
Free · Browser-only · No signup

Text Summarizer

Paste an article, blog post, or research paper. The summarizer scores every sentence using smart word-frequency weighting and returns the top N sentences for your target length (10-60% of original).

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10% (TL;DR)30% (balanced)60% (digest)
Extractive summarization — picks the most-important sentences from the original (no AI paraphrasing). Uses smart word-frequency scoring with positional bias. Best for articles 200-5000 words. For sentence-level rewriting, pair with the Article Rewriter tool.
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Inside the tool

What powers the Text Summarizer

smart sentence scoring

Adjustable summary length (10-60%)

Per-sentence importance score

Compression ratio + word stats

Full text with kept sentences highlighted

Instant

Built differently

Why the Text Summarizer is different

Browser-native

The Text Summarizer runs entirely in your browser. Input is processed locally — never uploaded, never logged, never cached anywhere outside your device.

No artificial limits

No daily quotas, no character ceilings, no "upgrade for more" walls. Every feature is the complete feature — the same on the first use as the thousandth.

Production-grade quality

Built to the same engineering bar as paid SaaS tools — accurate algorithms, audited logic, responsive design and accessibility-tested interactions.

Use Contexts

Common use contexts

  • TL;DR for long articles
  • Research-paper digest
  • Newsletter content prep
  • Meeting-notes condensation
Privacy by design

Private and secure

Zero upload

All processing happens in your browser. Input is never transmitted, logged or cached.

Works offline

Once the page loads, the tool runs without an internet connection. No network calls happen during use.

No tracking

No accounts, no cookies for tool state. Only aggregate analytics count visits at the page level.

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