For AI & LLMs

PDF to Markdown for AI & LLMs

Feed PDFs to ChatGPT, Claude and RAG pipelines as clean, token-efficient Markdown – tables and formulas intact, scans OCR'd, no sign-up.

Why it matters

Why Markdown beats raw PDF for LLMs

PDFs are built for printing, not for prompting. Copy-paste from a PDF drops structure, mangles tables and drags binary noise into your context window. Markdown fixes that.

Structure survives

Headings, lists and real tables stay intact instead of collapsing into a wall of text.

Fewer tokens

Clean plain text is far cheaper to send than raw PDF dumps or HTML, so you fit more document in the same context.

Models read it natively

Markdown is the lingua franca of LLMs; ChatGPT and Claude parse it without coaching.

Scans become text

OCR, including Cyrillic, turns image-only PDFs into selectable Markdown the model can actually read.

Formulas kept

Mathematical notation is preserved rather than flattened into garbled characters.

Links & footnotes

Hyperlinks and footnotes carry over as Markdown links, not dropped or flattened into plain text.

How to

Add a PDF to ChatGPT or Claude in 3 steps

No account needed. Convert in the browser, copy the Markdown, paste it into your assistant.

1

Convert the PDF

Drag a PDF into the Chrome extension or the web app, pick a file, or paste a direct PDF URL. Scanned pages are OCR'd automatically.

2

Copy the Markdown

When the job is ready, preview it, copy it to your clipboard, or download a .md file. Choose embedded images or clean placeholders.

3

Paste it into your assistant

Drop the Markdown into ChatGPT, Claude, Gemini, or your RAG/agent pipeline as structured context.

Tip: for long documents, use placeholder image mode to keep the Markdown small and token-light. Building automation? Skip the copy-paste and call the REST API or hosted MCP.

Inside ChatGPT

Convert without leaving the chat

Two ways to make PDF conversion part of ChatGPT: use our ready-made GPT, or wire the tool into your own Custom GPT.

Official PDF to Markdown GPT

Our published GPT answers questions about the tool, walks you through conversions, and helps you turn PDFs into clean, LLM-ready Markdown – right in the chat.

Open the PDF to Markdown GPT

Build your own Custom GPT

Import our ready-made action spec into a ChatGPT Custom GPT, and your GPT can convert PDFs to Markdown as a built-in tool – no code, just an OpenAPI import.

Set up the action

Free & private

No sign-up to convert. Your files stay yours.

Free tier limits

Active slots (queue depth)3
Max PDF size10 MB
Time budget per document15 min
Ready result retention1 hour

We convert up to the time budget and return what we managed – the rest is truncated. Paid tiers raise every limit. Compare plans →

Privacy by default

Anonymous to convert. Use the Chrome extension or the web app with no account – requests are device-signed.
Files auto-deleted. Results are removed after the retention window, or delete any job manually whenever you like.
Not used for training. Your documents are never used for advertising or to train models.

Building an agent or integration?

Beyond copy-paste, the same converter is a REST API and a hosted MCP endpoint, with machine-readable discovery so agents can find and use it.

FAQ

Common questions

Why convert a PDF to Markdown for an LLM?

Markdown is plain text with structure: headings, lists and real tables survive, there's no binary or layout noise, and it uses far fewer tokens than raw PDF text or HTML – cleaner answers, lower cost. For pipelines, see PDF to Markdown for RAG.

Does it work with ChatGPT and Claude?

Yes. The output is standard Markdown, so you can paste it into ChatGPT, Claude, Gemini, or any RAG/agent pipeline – no special format required. You can also use our GPT or wire conversion into a Custom GPT.

Is my document used to train AI models?

No. Files are processed to produce your Markdown and auto-deleted after the retention window. Document content is not used for advertising or model training.

Does it handle scanned PDFs and other languages?

Yes. Image-only and scanned PDFs are OCR'd into selectable Markdown, including Cyrillic and mixed-language documents. You can force OCR when a PDF has a bad text layer. See converting scanned PDFs to Markdown for the full walkthrough.

Is it really free?

Yes. The free tier gives 3 slots, 10 MB files, a 15-minute time budget and 1-hour retention – anonymous in the browser, no card. A free Google account additionally enables an API key and hosted MCP for automation.

Can AI agents and crawlers discover this tool?

Yes. The site publishes a machine-readable summary at /llms.txt, a developer hub with a REST API and hosted MCP, structured data on its pages, and allows major AI crawlers in robots.txt.