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    1. Home
    2. Tools
    3. Summarize
    Summarize icon

    Summarize

    Command Line Assistants

    CLI and Chrome extension that turns links, files, and media into sharp summaries using local, paid, or free AI models.

    Visit Website

    At a Glance

    Pricing
    Open Source

    Free and open source tool available on GitHub

    Engagement

    Available On

    Windows
    macOS
    Linux
    Browser

    Resources

    WebsiteDocsGitHubllms.txt

    Topics

    Command Line AssistantsBrowser ExtensionsContent Analysis

    Alternatives

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    Developer
    Peter SteinbergerVienna, AustriaEst. 2025$116M raised

    Listed Feb 2026

    About Summarize

    Summarize is a versatile tool that transforms links, files, and media into concise summaries through a robust extraction pipeline. Available as both a CLI for automation and a Chrome Side Panel extension for one-click summaries, it supports local, paid, and free AI models. The tool handles URLs, PDFs, images, audio/video, YouTube, and podcasts with intelligent transcript detection.

    • CLI Automation - Built for scripting with support for extracting clean text, summarizing with your preferred model, and outputting JSON or Markdown formats for seamless integration into workflows.
    • Chrome Side Panel - A real Chrome extension that streams Markdown summaries for the active tab with auto-summary on navigation, running locally with a token-protected localhost daemon.
    • Smart Extraction Pipeline - Uses Readability and markitdown for HTML-to-clean-text conversion, with Firecrawl fallback when sites resist extraction.
    • Media-Aware Processing - Prefers published transcripts for podcasts and YouTube videos, with Whisper fallback for audio transcription when needed.
    • Provider-Agnostic Models - Works with local OpenAI-compatible gateways, paid providers, and OpenRouter free models, giving flexibility in AI backend choice.
    • Scriptable Output Options - Supports streaming TTY output, ANSI Markdown rendering, JSON diagnostics, and metrics via flags like --json, --extract, and --metrics.
    • Configurable Summary Length - Adjust output length with options like --length long for more detailed summaries.

    To get started, install globally via npm with npm i -g @steipete/summarize, then run summarize "https://example.com/article" to generate your first summary. For the Chrome extension, install the CLI and daemon, load the unpacked extension, open the Side Panel, and connect with your token. The daemon runs locally on your machine for privacy and security.

    Summarize - 1

    Community Discussions

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    Pricing

    OPEN SOURCE

    Open Source

    Free and open source tool available on GitHub

    • CLI tool
    • Chrome extension
    • URL and website extraction
    • PDF summarization
    • YouTube transcript support

    Capabilities

    Key Features

    • CLI for automated summarization
    • Chrome Side Panel extension
    • URL and website extraction
    • PDF summarization
    • Image content extraction
    • Audio and video summarization
    • YouTube transcript support
    • Podcast transcript support
    • Whisper fallback for audio transcription
    • Firecrawl fallback for difficult sites
    • JSON output format
    • Markdown output format
    • Streaming TTY output
    • Configurable summary length
    • Provider-agnostic model support
    • Local model support
    • Auto-summary on navigation
    • Token-protected local daemon
    • Metrics output

    Integrations

    OpenAI
    OpenRouter
    Whisper
    Firecrawl
    YouTube
    Chrome

    Reviews & Ratings

    No ratings yet

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    Developer

    Peter Steinberger

    AI-powered tools from Swift roots to web frontiers. Every commit lands on GitHub for you to fork & remix.

    Founded 2025
    Vienna, Austria
    $116M raised
    1 employees

    Used by

    Dropbox
    Salesforce
    SAP
    Lufthansa
    +4 more
    Read more about Peter Steinberger
    WebsiteGitHubX / Twitter
    7 tools in directory

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