Everyone uploading PDFs is basically wasting their tokens.

@ai.honeycove

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Selling · SaaS › AI Tool

Markitdownseen in 2 videos →https://github.com/microsoft/markitdown ↗

Why it worked

The video addresses a specific, high-friction pain point for AI power users (token waste and poor model performance) and provides a free, high-authority solution from Microsoft.

Summary

The creator explains that uploading PDFs directly to AI models like Claude is inefficient and costly in terms of token usage. He introduces Microsoft's open-source tool, Markitdown, as a solution to convert files into clean markdown for better performance and cost savings.

Structure

1Identify the problem of inefficient PDF token usage
2Introduce Markitdown as the solution
3Explain how it works and its benefits
4Show how to integrate it with Claude Desktop
5Provide the link for the tool

Product placement

Markitdown is the primary subject of the video, demonstrated as a tool to improve AI workflows.

Original caption

Learn how to save thousands of tokens uploading PDFs in Claude. Markitdown converts messy PDFs to clean Markdown, boosting Claude’s accuracy and cutting token use by up to 70% — a viral business hack for smarter AI workflows. #markitdown #claudeai #aiproductivity #tokenoptimization #businesshack

More from @ai.honeycove

Their other posts in the index, biggest breakout first.

Call to action

https://github.com/microsoft/markitdown

On-screen text

Welcome, Charlie Fable 5 High Microsoft / markitdown Public Code Issues 404 main Code Welcome, Charlie Opus 4.8 High Write Learn From Drive From Calendar From Gmail Q2 OPERATIONS REVIEW Internal / Confidential 1. Corridor performance 2. Cost drivers Highest monthly throughput analysis Which month had the highest throughput, with the figure? Investigated data availability and acknowledged insufficient numerical evidence The document does not give a readable monthly throughput figure. Here is what is actually there. The line on page 3 reads "Monthly throughput k units Apr May Jun on-time 94.6 91.2 94.1." Those three numbers (94.6, 91.2, 94.1) are on-time delivery percentages, not throughput. The commentary confirms this: May dipped to 91.2 percent, June recovered to 94.1 percent. The throughput numbers themselves are only shown in the bar chart (Figure 1), which is blurry and carries a scan artifact flagged at confidence 0.41. The bars are not labeled with values, so any month- Readme MIT license Code of conduct Security policy Activity Custom properties 128k stars 485 watching 10.3k forks PDF Word PowerPoint Excel Meridian MD Installation To install the package, use pip: pip install markitdown-mcp Local reels-workflow-main pip install markitdown-mcp Accept edits + - Opus 4.8 High https://github.com/microsoft/markitdown

Transcript

Everyone uploading PDFs is basically wasting their tokens. And Microsoft had a free solution for months. Every time you drop a PDF into Claude, it reads through broken formatting, unreadable images, and hidden junk, burning thousands of tokens before your first question and giving you worse answers. The fix is a free tool called Markitdown with over 128,000 GitHub stars. It converts PDFs, Word docs, PowerPoints, and Excel sheets into clean markdown. Claude was trained on markdown, so it understands the format natively, up to 70% fewer tokens and sharper responses. Markitdown has an MCP server you connect in one click inside Claude desktop, and every file converts automatically. Link is on your screen.