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June 16, 2026

moar

United States Document optimization

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AI Cost Reduction Chrome Extension Context Engineering Context Window Optimization Document Data Extraction Free TierFree + from $12.99

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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.

Supported features

Key Features

Rag-lite System
Tokens Saved & Performance Tracking
Context Window Sizing By Ai Model & Tier
Collections For Sorting & Organizing
Sortable Library

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Initial release

June 3, 2026

Initial release of moar.

Author

Gavin Becker

@grokstar

🇺🇸 United States

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1 tool

Beginner

Joined: May 2026

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Freemium

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$12.99

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One-time

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14-day, no-questions-asked refund policy.

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Document optimization moar

United States Document optimization

150

5.0(1)

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Document data extraction15 0 Document chat58 0 Text extraction4 0 Documents91 0

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Pros and 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

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

View 11 more pros

Cons

Chrome-exclusive

No multi-language support

Cost for premium version

Price increase after Launch Period

No API for integration

Q&A

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.

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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.

Can moar work with documents too large to fit in any context window?

Yes, moar can work with documents too large to fit in any context window. It does so through a feature named Intelligent Chunking. This process splits complete documents into right-sized chunks that are specifically tailored for your AI, preserving context and cross-references at every boundary.

What is the function of headers, cross-references, and context preservation in moar?

Gavin Becker

🛠️ 1 tool

wrote:

In moar, the preservation of headers, cross-references, and context at every boundary ensures the chunks derived from Intelligent Chunking are contextual and coherent for your exact AI model and tier. This way, even large documents are accurately represented and understood by every AI too you use.

What does 'right-sized chunks' in moar mean?

'Right-sized chunks' in moar refer to segmented pieces of a document, extracted using the Intelligent Chunking feature. These chunks are optimally sized for the AI's comprehension and are made keeping headers, cross-references, and context preserved at every boundary.

Does moar's tool run locally and offline?

Yes, moar's tool does run locally, and it is capable of processing offline. Given that it was designed entirely for in-browser operation, it does not require servers, and all documents remain on the user's device, enhancing data privacy.

How does moar help in document optimization?

moar assists in document optimization by transforming any document into AI-ready Markdown or CSV formats, making them 95% smaller. This reduction in size, achieved while preserving meaning, results in better AI comprehension and more conversations within the same subscription.

How is moar beneficial for AI readability?

moar benefits AI readability by focusing on 'AI-Native' optimization. It extracts the structured, rightly-sized input from documents, converting them into AI-friendly formats. This process removes ambiguity and noise from the documents, improving the AI's ability to comprehend and react to them.

What makes moar process documents without a loss of meaning?

Gavin Becker

🛠️ 1 tool

wrote:

moar processes documents without a loss of meaning by focusing on 'AI-native' optimization. Its extraction engines tailor the conversion based on how each document format stores information, maintaining the structured layout of the contents and ensuring that AI comprehension is maximized.

How does moar handle data compression and file optimization?

Gavin Becker

🛠️ 1 tool

wrote:

moar handles data compression and file optimization through its AI-native optimization. It reduces any document into AI-ready Markdown or CSV formats, deriving the structured, rightly-sized input for your AI. This process diminishes document size by up to 95% while ensuring efficient comprehension by AI.

What is moar?

moar is a Chrome extension specifically designed to optimize document conversion to AI-ready Markdown or CSV. It is devised to cater to AI comprehension rather than human readability. The tool reduces document size, allowing more AI conversations per subscription, without compromising the coherence of the document. It ensures your documents stay on your device, offering a secure conversion process. Apart from this, it also supports a wide variety of document formats and implements its operations directly in the browser, ensuring utmost privacy.

How does moar optimize documents for AI?

moar optimizes documents for AI by understanding how AI models process documents. It reduces document size significantly, thus enabling more AI conversations per subscription. It tracks the structure of any document and provides an optimized, structured input instead of a noisy text dump for AI processing. It preserves all document aspects like headers, clauses, tables, footnotes. Also, the optimization caters specifically to the chosen AI model and plan tier, modifying the output to suit the AI model's actual size limit.

What is Smart Select in moar?

Smart Select is a feature in moar that aids in highlighting relevant sections of the document. This feature works by analyzing full documents with the AI and surfacing only the sections that are crucial. The selected portions are then delivered as a single, appropriately sized chunk, ready for use.

Is moar compatible with all AI models?

Yes, moar is compatible with all AI models. moar has been built with a clear understanding of how AI models process information, thus enabling it to work optimally with AI tools like ChatGPT, Claude, Gemini and more.

Does moar support all document formats?

Yes, moar supports all document formats, whether it be PDF, DOCX, PPTX, XLSX, CSV, TXT, MD, JSON, HTML, or others. It comes with individual extraction engines for each format, specifically tailored on how each format stores information.

How does moar ensure data privacy?

moar ensures data privacy by performing all its operations wholly within your browser. No servers are required, and your documents never leave your device, ensuring that your private information does not get compromised.

What is Intelligent Chunking in moar?

Intelligent Chunking in moar takes documents too sizeable for any context window and splits them into right-sized chunks perfect for your AI. During this process, it ensures that headers, cross-references, and context are preserved at every boundary, guaranteeing nothing is lost during the conversion process.

Is moar processed locally or does it require servers?

moar does not require servers and is entirely processed locally. All the operations are carried out within your browser, which means your documents never leave your device.

Can moar help increase the number of AI conversations from the same subscription?

Yes, moar can indeed enhance the number of AI conversations from the same subscription. By substantially reducing the document size, it preserves tokens and allows up to 5 times more conversations with the same subscription, without any loss of meaning.

Does moar work with large files which do not fit elsewhere?

Yes, moar can work with documents too large to fit anywhere else. Its Intelligent Chunking feature takes whole documents, even ones too big for any context window, and splits them into right-sized chunks for your AI while preserving all important details at each boundary.

How can moar help in preserving document aspects during conversion?

moar preserves all aspects of the document during conversion. It recognizes the structure of any document and keeps all components, such as headers, clauses, tables, and footnotes, intact during conversion, delivering safe, rightly-sized output for your AI.

What is moar's AI Markdown Processing?

AI Markdown Processing in moar refers to the tool's capability to convert any type of document into a Markdown format that has been optimized for AI understanding. This AI-driven format retains all of the essential information from the original document, which the AI can easily comprehend.

Does moar offer AI Model-based Adjustments?

Yes, moar does offer AI model-based adjustments. It ensures that the output is structured according to the specific requirements of the selected AI model and its plan tier, customizing it to fit the AI model’s actual size limit and allowing for full utilization of AI capabilities.

What is moar's compatibility with AI tools like ChatGPT, Claude, and Gemini?

moar works optimally with renowned AI tools like ChatGPT, Claude, Gemini, and many others. By understanding and optimizing specifically for how these AI models process and understand documents, moar ensures your AI gets structured, right-sized, and clean input for swift processing.

What are the available service tiers for moar?

moar offers two service tiers. The free tier features structure extraction, optimization, platform-aware sizing and can handle files up to 50MB. The upgraded tier named 'moar Most' is available for a one-time payment and offers Smart Select and Intelligent Chunking features, which are ideal for handling documents too large for any context window.

What is defined as a large file in moar?

In moar, large files are considered to be those documents that cannot fit within the context window limits of the AI models. Specifically, moar has an ability to handle files up to 50MB in size, with the option to upgrade the service for handling even larger documents.

How does moar enhance AI comprehension?

moar enhances AI comprehension by optimizing documents specifically for AI, rather than for human readability. It works by understanding the document structure and delivering clean, rightly-sized, and structured data for the AI. By doing this, it eliminates the noise that can confuse AI models, leading to not just enhanced comprehension but also better output from the AI.

What makes the conversion process in moar secure?

In moar, the conversion process is secured by keeping the documents within your device throughout the conversion process. This means your documents are not stored or processed on any server, and they never leave your device, ensuring complete privacy and security.

How does moar work with browser extensions?

moar works as a browser extension, particularly in Chrome, where all its features can be accessed and used. With this setup, moar can operate fully on your device, ensuring an elevated level of security and privacy.

What are the AI-ready conversions provided by moar?

moar provides conversions to AI-ready Markdown or CSV. It takes any document, recognizes its structure, and converts it into a clean, rightly-sized Markdown or CSV output. This processing allows more efficient and accurate AI comprehension, ensuring optimal use of the AI's abilities.

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Overview

Supported features

Key Features

Releases

Gavin Becker

Pricing

Built With AI

Also used for

Reviews

How would you rate moar?

Prompts & Results

Pros and Cons

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