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Document optimization 2026 Rank: #2577

moar ✓

Your documents. AI Ready.

Source rating 5.0 (2) 7.1k views 3 saves Freemium
AI Cost Reduction Chrome Extension Context Engineering
More categories (4)
Context Window Optimization Document Data Extraction Free Tier Document optimization
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Free + from $12.99

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Verdict

A quick read before you dig into the full page.

Best if
Your documents. AI Ready
Skip if
Chrome-exclusive
Pick this when
Saves tokens

Considering Linkly AI instead? Compare side by side

Overview

No more "file too large." No more context window limits.

moar turns PDFs, slides and spreadsheets into clean, AI-ready Markdown or CSV, sized perfectly for ChatGPT, Claude, Gemini and every AI tool you use.

Instead of raw text dumps, moar reads real document structure (headers, tables, clauses, footnotes) and gives your model exactly what it needs and nothing it doesn't.

The result: up to 95% fewer tokens per document, up to 5× more real conversations from the same subscription, zero loss of meaning.

Everything runs 100% locally in your browser. No servers, no uploads, no telemetry. Works offline. Your documents never leave your device.

✓ Optimizes 9 document formats (up to 50MB each): PDF, DOCX, PPTX, XLSX, CSV, TXT, MD, JSON, HTML

✓ Platform-aware sizing: output tuned to your exact model and plan context window

✓ Fuse and library: combine related docs and keep a history of what you've optimized

✓ Smart Select (moar Most): describe what you need and moar pulls just the relevant sections, locally, before anything reaches your AI

✓ Send Everything with Intelligent Chunking (moar Most): push files bigger than any context window through in right-sized, ordered chunks

✓ Free forever for full optimization up to 50MB per file.

moar Most is a one-time upgrade for Smart Select, Intelligent Chunking and full-fidelity send-everything workflows. Not a subscription.
  • Tokens Saved & Performance Tracking
  • Context Window Sizing By Ai Model & Tier
  • Rag-lite System
  • Export To Markdown & Csv
  • Collections For Sorting & Organizing
  • Sortable Library
moar website

Best for

Short scenarios where moar tends to shine.

  • Your documents. AI Ready.

Example outputs 1

Sample generations and before/after results for moar.

moar screenshot
moar screenshot moar website

Access & connections

Where you can use moar.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Input

  • Tabular
  • Text

Output

  • Tabular
  • Text

Highlights

  • No Signup
  • Local

Supported features

  • No Signup
  • Runs Locally
  • Docs
  • PDF
  • Spreadsheets
  • Slides

Pros & cons

Pros

  • Saves tokens
  • Optimizes document size
  • Works on documents exceeding context window
  • No loss of context for AI
  • Zero setup
  • Private local processing
  • Supports 9 document formats
  • Files up to 50 MB
Show 8 more
  • Individual extraction engines per format
  • Extracts real structure from documents
  • Platform-aware sizing
  • Smart Select feature
  • Intelligent Chunking feature
  • Works offline
  • Lifetime access with one payment
  • No telemetry

Cons

  • Chrome-exclusive
  • No multi-language support
  • Cost for premium version
  • Price increase after Launch Period
  • No API for integration

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Releases 1

Initial release June 3, 2026 Current
Initial release of moar.

FAQ 12

What is moar's main goal?
moar's main goal is to enhance AI comprehension by focusing on 'AI-Native' optimization. It achieves this by reducing the size of documents and converting them into AI-ready Markdown or CSV. This process allows for more AI conversations from the same subscription without losing the meaning.
What is 'AI-Native' optimization in moar?
'AI-Native' optimization in moar refers to the tool's capability to tailor the reduction and transformation of document size and format specifically for AI comprehension, as opposed to human readability. This specialization allows for more efficient interaction between the AI and the documents, maximizing the AI's ability to interpret and engage with the information.
How does moar help in reducing the document size?
moar reduces document size by carefully extracting the structure, transforming it into AI-ready Markdown or CSV format. This process not only yields smaller files but also improves their readability for the AI. This size reduction results in more AI conversations from the same subscription, as it optimizes the use of AI tokens.
How does moar convert documents to AI-ready Markdown or CSV?
moar employs individual extraction engines for each supported document format, recognizing the structure of the document and converting it into AI-ready Markdown or CSV format. It delivers a clean, rightly-sized output that your AI can easily process.
What is the advantage of moar for large files?
For large files, particularly those too big to fit elsewhere, moar proves advantageous by segmenting them into 'right-sized chunks'. Through Intelligent Chunking, it breaks down the document while preserving headers, cross-references, and context at every boundary, ensuring that every portion is manageable for the AI.
How does moar recognize the structure of a document?
moar recognizes the structure of any document by using its format-specific extraction engines. These engines are designed and tailored based on how each format stores information. They allow moar to read and comprehend the document structure efficiently, ensuring the extraction of structured, appropriately-sized input for the AI.
What is the Smart Select feature in moar?
The Smart Select feature in moar works alongside your AI to analyze full documents and surface only the sections that matter. It identifies and delivers these relevant sections as a single, right-sized chunk, ensuring the AI receives the most pertinent information in a succinct and efficient format.
How does moar's Intelligent Chunking work?
Intelligent Chunking in moar takes complete documents, even those exceeding every context window, and breaks them into right-sized chunks. These chunks are tailored for your AI, while ensuring headers, cross-references, and overall context are preserved at every boundary, providing a seamless and complete understanding for the AI.
Does moar operate in the browser and how does it ensure data privacy?
Yes, moar operates entirely in your browser, without the requirement for servers. This ensures data privacy, as all documents never leave your device. The processing is local and offline-capable, ensuring user privacy and control over their files.
Which document formats are supported by moar?
Gavin Becker
🛠️ 1
tool
wrote:
moar supports 9 document formats - PDF, DOCX, PPTX, XLSX, CSV, HTML, JSON, TXT and MD - making it versatile and adaptable for a variety of user needs. This means it can take a document in any format and convert it into AI-friendly Markdown or CSV formats.
Does moar have individual extraction engines for each document format?
Gavin Becker
🛠️ 1
tool
wrote:
Yes, moar comes with individual extraction engines for each document format. These engines are specifically tailored to comprehend how each format stores information, allowing moar to extract structured, right-sized inputs for your AI.
How does moar enhance AI conversations?
moar enhances AI conversations by reducing document size and converting them into AI-ready Markdown or CSV format. This allows for more content to be accommodated within the same subscription, increasing the number and quality of conversations with the AI.
moar Free + from $12.99
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