NEW AGENT SKILL

Stop wasting your context window on PDF extraction

Extracting Markdown from PDFs takes precision. Nutrient’s new pdf-to-markdown skill gives Claude and Codex fast, accurate extraction, so your AI workflow starts with clean Markdown instead of noisy output that eats into your context window.

INSTALL

Install the skill in Claude Code or Codex

Install Nutrient’s new PDF-to-Markdown skill in Claude Code with the Nutrient marketplace, or in Codex with skill-installer.

CLAUDE CODE

Install it in Claude Code

We published pdf-to-markdown in the Nutrient marketplace so you can install it directly in Claude Code.

/plugin marketplace add pspdfkit-labs/nutrient-skills
/plugin install pdf-to-markdown@nutrient-skills
CODEX

Install it in Codex

Use Codex’s skill-installer to install the Nutrient skill from the same repository.

$skill-installer pdf-to-markdown@pspdfkit-labs/nutrient-skills
BENCHMARKS

Speed and accuracy shouldn’t be a tradeoff

Better PDF-to-Markdown extraction means less cleanup, fewer wasted tokens, and more reliable downstream results for Claude and Codex.

Extraction accuracy
Score per solution
0.89 docling
0.88 Nutrient
0.84 opendataloader
0.83 opendataloader-hybrid
0.74 pymupdf4llm
0.58 markitdown
Extraction time per page
In seconds per solution
0.008 Nutrient
0.056 opendataloader
0.057 opendataloader-hybrid
0.058 markitdown
0.083 pymupdf4llm
1.473 docling
Reading order (NID)
Score per solution
0.92 Nutrient
0.91 opendataloader-hybrid
0.91 opendataloader
0.91 docling
0.89 pymupdf4llm
0.88 markitdown
Table structure (TEDS)
Score per solution
0.93 docling
0.66 Nutrient
0.49 opendataloader
0.43 opendataloader-hybrid
0.40 pymupdf4llm
0.00 markitdown
Heading level (MHS)
Score per solution
0.83 docling
0.81 Nutrient
0.74 opendataloader
0.73 opendataloader-hybrid
0.43 pymupdf4llm
0.00 markitdown
Faster with Nutrient
How much faster Nutrient is
176× FASTER THAN docling
10× FASTER THAN opendataloader
7× FASTER THAN opendataloader-hybrid
7× FASTER THAN pymupdf4llm
7× FASTER THAN markitdown

Benchmark data recorded on AMD EPYC 9454

TRUST

Free to use, and your PDFs don’t go to Nutrient

Use the extractor freely within the included usage limits, and keep your documents inside your own workflow.

USAGE

Free for up to 1,000 documents per month

Free for processing up to 1,000 documents per calendar month.

Commercial license required for: processing more than 1,000 documents per month, redistributing the binary, or OEM/white label use.

Contact sales
PRIVACY

Your PDFs stay in your workflow

The skill reads your PDFs and produces Markdown output without uploading your documents to Nutrient.

  • Local PDFs aren’t routed through a Nutrient service
  • Claude, Codex, and any other model provider still apply their own policies