# Nutlope/gloss

> A reader for articles, chapters and PDFs: select a line, ask a question, and an open model on Together AI writes the answer in the margin with citations to paragraphs. Local-first in the browser, with optional sync and an MCP server for agents.

- Magnitude: 5.7 out of 10 — Early signal
- Stars: 126 total · +14 stars measured 2026-10-15, 00:21–02:28 UTC, ≈ 127 by evening
- Star trust: star growth looks organic
- Category: Productivity & self-hosted · Language: TypeScript · Created: 2026-10-09 · Last push: 2026-10-14
- GitHub: https://github.com/Nutlope/gloss · Homepage: https://gloss-lovat.vercel.app · Page: https://gitnova.dev/en/r/Nutlope/gloss

## Useful for

- Ask a question about a paragraph and get a cited answer in the margin
- Save a link to the library from an agent via the MCP server
- Import a Pocket or Instapaper export and sort links by topic

## Why it’s here

- Star-counter measurements on 2026-10-15 (UTC), 00:21–02:28: 112 → 126 stars (+14). This is the change over that interval.
- Estimated end-of-day forecast: about +127 stars, using observed gains and the previous day.
- The repository is 6 days old and already has 126 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #127.
- About 39 forks a day — people are taking the code.

## 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: 28
- Issues and pull requests: 15
- Watchers: 1
- Average over the last week: 36 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 7

## Stars per day, last 7 days (oldest → newest, today is partial)

2026-10-09 … 2026-10-15: 0, 0, 0, 0, 0, 128, 14

## Spotted in now

- Top new repositories this week: #127

## Similar by description

1. **chenxiachan/textfold** — 1.3 · Steady · Language models · Python · +1 star measured 2026-10-15, 00:29–02:37 UTC, ≈ 7 by evening
   PaperFold is a local-first paper reader that folds any text into five zoom levels, from the full text to AI-generated one-line takeaways. It helps researchers hold an article's argument in mind while reading.
   Full card: https://gitnova.dev/en/r/chenxiachan/textfold.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 2026-10-15 02:41 UTC, updated every 30 minutes.