PDF Insight: PDF Reader MCP Workflow

What this is

A free SKILL.md workflow and reference package for the open-source Xvvln/pdf-reader-mcp project (PyPI: pdf-insight-mcp). It teaches an agent when and how to use a separately installed PDF Reader MCP server. Installing this skill does not install or connect the server.

Workflow

Inspect PDF metadata and page count, select small page ranges, extract searchable text and tables, search passages, inspect outlines, extract embedded images, links and annotations, and render pages when visual inspection is needed. Compare text lines on two pages of the same PDF. Report findings with PDF page references and explain extraction uncertainty.

Prerequisites

A separately configured MCP host and PDF Reader MCP server, Python 3.10+, mcp>=1.0.0 and pymupdf>=1.24.0. The PDF must be accessible by absolute path in the server environment. Image inspection requires a client that exposes returned images to the model.

Included

SKILL.md, setup and tool references, dependency and license notices, and a validation record. No runtime, executable installer, credentials or sample PDFs are bundled. Source: https://github.com/Xvvln/pdf-reader-mcp

Limitations and validation

No built-in OCR, PDF editing, URL fetching or password decryption. Page comparison is text-line similarity within one PDF, not a full-document or visual diff. Table detection can miss content. Packaging checks and source inspection were performed; runtime behavior and compatibility with particular clients have not been tested.

Privacy and licensing

PDF processing occurs in the MCP server environment. Extracted content returns to the client and may be processed by its model provider. Use only authorized files. Upstream source is MIT-licensed; PyMuPDF has separate AGPL/commercial licensing. See the included notices.