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Glama
ai-zerolab

pymupdf4llm-mcp

by ai-zerolab
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
convert_pdf_to_markdownA

Converts a PDF file to markdown format via pymupdf4llm. See pymupdf.readthedocs.io/en/latest/pymupdf4llm for more. The file_path, image_path, and save_path parameters should be the absolute path to the PDF file, not a relative path. This tool will also convert the PDF to images and save them in the image_path directory. For larger PDF files, use save_path to save the markdown file then read it partially.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of ambiguity. The tool's purpose is clearly described, and an agent will have no difficulty selecting it.

Naming Consistency5/5

The single tool name follows a consistent verb_noun pattern in snake_case. There are no other tools to introduce inconsistency.

Tool Count3/5

The server has only one tool, which feels thin for a PDF conversion service. While it covers the core conversion task, a slightly richer set (e.g., 3-5 tools) would be more appropriate.

Completeness2/5

The tool converts PDF to markdown with optional image extraction, but lacks other common operations like text extraction without conversion, page range selection, or batch processing. Significant gaps exist.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources