Ross ROSS = Recommend OSS · open-source software intelligence for agents

steipete/summarize

Point at any URL/YouTube/Podcast or file. Get the gist. CLI and Chrome Extension. observed · 2026-08-28

github.com/steipete/summarize · homepage · TypeScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

82/100

  • Activity 99
  • Release rhythm 97
  • Longevity 18
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 259
  • days_rel: 23
  • days_push: 10
  • n_releases_24m: 45

Full methodology

Adoption not part of the score

6577 stars · 442 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Summarize is a Node.js CLI and Chrome/Firefox extension that extracts clean text from web pages, PDFs, YouTube videos, podcasts, and audio/video files, then produces LLM-generated summaries. It runs a real extraction pipeline (Readability, markitdown, yt-dlp, Whisper, Firecrawl) before handing content to any configured model provider.

Use cases

  • summarize a YouTube video from its transcript
  • extract clean readable text from a web page for piping into scripts
  • transcribe a podcast episode and get a summary
  • summarize a local PDF or audio file
  • extract slides and OCR text from a recorded talk
  • get a quick gist of any URL from the terminal
  • batch-summarize conference videos with an agent

When to choose

  • you need one tool that handles URLs, PDFs, YouTube, podcasts, and media transcripts
  • you want provider-agnostic LLM summaries including local models via Ollama
  • you need clean extraction without any LLM or API key (--extract mode)
  • you want stable JSON output for automation and pipes

When to avoid

  • you need a GUI-first summarization workflow rather than CLI/browser extension
  • you only want simple article extraction without media or LLM features
  • you cannot install Node.js 24+ or optional media tools like ffmpeg and yt-dlp

Facets

cli-tool · maturity active

nlp ocr speech-recognition web-scraping llm-inference cli pdf developer-tools developer-tools media artificial-intelligence windows cli browser-extension cross-platform summarization content-extraction youtube-transcripts podcast-transcription readability whisper chrome-side-panel llm-providers natural-language-processing command-line automation macos linux nodejs

10 sources

Member repositories

RepositoryRoleHealth v2
steipete/summarizemain82

For agents

markdown · JSON · MCP: product_card(name="steipete/summarize")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem