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pdf

Extract text and tables from PDF files using pypdf and pdfplumber.

Updated Feb 13, 2026
Search Tags:#data extraction#pdf#form filling#document automation#pdf annotation
One-click install
npx skills add https://github.com/Munreader/M-nreader --skill pdf-munreader
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pdf
Source: https://github.com/Munreader/M-nreader/tree/main/skills/pdf
Command: npx skills add https://github.com/Munreader/M-nreader --skill pdf-munreader

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, reportlab, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies the task of extracting text, tables, and filling forms in PDF documents, automating what is traditionally manual and time-consuming.

Core Features & Use Cases

  • Text and Table Extraction: Efficiently extract embedded text and structured tables from PDF files for analysis or conversion.
  • Form Filling and Annotation: Programmatically fill or annotate static and interactive PDF forms for reporting or data collection.
  • Use Case: Convert scanned contracts into editable formats and automatically populate form fields with client data for legal workflows.

Quick Start

Use the pdf skill to extract all text and tables from the PDF file "report.pdf".

Frequently Asked Questions about pdf

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract text and tables from a PDF for data analysis?▼

Extracting text and tables from a PDF involves parsing embedded content using libraries like pypdf and pdfplumber. This approach automates retrieving structured tables and text for analysis or conversion.

Can I programmatically fill and annotate PDF forms?▼

Yes, you can programmatically fill and annotate PDF forms. This automates populating static and interactive form fields with client data, streamlining reporting and data collection workflows.

Does pypdf work for extracting data from non-editable PDFs?▼

Yes, pypdf works for non-editable PDFs. Combined with pdfplumber, it handles complex documents to extract text and tables for legal, administrative, and research applications.

What is the best way to convert scanned contracts into editable formats?▼

The best way to convert scanned contracts is using automated PDF manipulation. This extracts embedded text and tables, converting non-editable PDFs into editable formats for legal workflows.

When should I not use pdfplumber for document automation?▼

You should reconsider using pdfplumber for formats outside PDF manipulation, as it specifically handles text extraction, form filling, and annotation within complex PDF document workflows.

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