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Health: Not checked yetWe have not completed a health check for this listing yet.Last checked 8/11/2026, 12:14:32 AM

Shuck File

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository

AI doesn't eat shells

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Install Config Generator

Choose your client
claude_desktop_config.json
{
  "mcpServers": {
    "shuck-file": {
      "command": "npx",
      "args": [
        "-y",
        "shuck-file"
      ]
    }
  }
}

πŸ’‘ Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

πŸ‡¨πŸ‡³ δΈ­ζ–‡

shuck-file

PyPI MCP Registry License: MIT

Any file in, Markdown out β€” read only what matters.

shuck-file converts documents to clean Markdown for AI agents and LLMs. Small files output directly; large files return a document map with section summaries, token counts, and actionable next steps β€” so agents only pull what they need.

Why shuck-file?

AI agents need a bridge that's context-aware:

  • Small file β†’ shuck report.docx β†’ full Markdown on stdout
  • Large file β†’ shuck report.docx β†’ document map with sections and extraction options
  • Targeted extraction β†’ shuck report.docx --sections s1,s3 β†’ only what you need
  • Search β†’ shuck report.docx --grep "revenue" β†’ find without reading everything

Supported Formats

FormatExtensionLibraryWhat's Preserved
Word.docxpython-docxHeadings, bold/italic, lists, tables
PDF.pdfpdfplumberText content, page breaks
Excel.xlsxopenpyxlAll sheets as Markdown tables
PowerPoint.pptxpython-pptxTitles, text, tables, speaker notes
CSV.csvstdlibAll rows/columns as a table

Installation

Via pip (recommended)

Terminal
pip install shuck-file

This installs the shuck CLI command and the MCP server.

From source

bash
git clone https://github.com/Shan-Zhu/shuck-file.git
cd shuck-file
pip install -e .

Quick Start

bash
# Convert a document
shuck report.docx

# Force full output (bypass map mode)
shuck large-report.pdf --all

# Search within a document
shuck report.pdf --grep "revenue"

Usage

Auto-Routing (default)

Small files output directly, large files return a document map.

bash
# Small file β†’ direct Markdown output
shuck document.pdf

# Large file β†’ document map with sections table + next steps
shuck large-report.pdf

Extraction Options

bash
# Force full output (bypass map mode)
shuck report.pdf --all

# Extract specific sections
shuck report.pdf --sections s1,s3

# Tables only
shuck report.pdf --tables-only

# Search within document
shuck report.pdf --grep "revenue"

# Token budget (smart compression)
shuck report.pdf --budget 4000

# Combinations work
shuck report.pdf --sections s2,s3 --budget 2000

Excel/CSV Specific

bash
# Column headers and types
shuck data.xlsx --schema-only

# Headers + first N rows
shuck data.xlsx --sample 5

Power User Subcommands

bash
# Force map mode (even on small files)
shuck probe document.docx

# Force full extraction (alias for --all)
shuck pull document.docx

Output Control

bash
# Write to file
shuck document.pdf -o output.md

# Write to directory (auto-named)
shuck document.pdf -d ./converted/

# Skip YAML frontmatter
shuck document.pdf --no-frontmatter

# List supported formats
shuck --formats

Map Mode Output

When a file is large, shuck returns a document map:

markdown
# Document Map: quarterly-report.pdf

**6 pages | ~12,400 tokens | 6 sections**

## Sections

| # | Title | Type | Tokens | Density |
|---|-------|------|--------|---------|
| s1 | Executive Summary | narrative | 450 | high |
| s2 | Q3 Financial Results | mixed | 2,800 | high |
| s3 | Revenue Breakdown | tabular | 3,200 | high |
| ...

## Next Steps

- `shuck quarterly-report.pdf --all` -- full document (~12,400 tokens)
- `shuck quarterly-report.pdf --sections s1,s2` -- high-density (~3,250 tokens)
- `shuck quarterly-report.pdf --grep "..."` -- search for keywords

MCP Server

shuck-file includes an MCP (Model Context Protocol) server, making it available to any MCP-compatible AI tool.

Claude Code

Terminal
claude mcp add shuck-file -- shuck-file

Or add to your project's .mcp.json:

config.json
{
  "mcpServers": {
    "shuck-file": {
      "command": "shuck-file",
      "args": []
    }
  }
}

Cursor

Add to ~/.cursor/mcp.json:

config.json
{
  "mcpServers": {
    "shuck-file": {
      "command": "shuck-file",
      "args": []
    }
  }
}

Windsurf

Add to your MCP configuration:

config.json
{
  "mcpServers": {
    "shuck-file": {
      "command": "shuck-file",
      "args": []
    }
  }
}

Any MCP Client

shuck-file registers as an MCP server via the mcp.servers entry point. Tools exposed:

  • shuck β€” Convert a document to Markdown with all options (mode, sections, grep, budget, etc.)
  • list_formats β€” List supported document formats

Claude Code Plugin

Install as a Claude Code plugin for the /shuck skill:

Terminal
claude plugin add /path/to/shuck-file

Architecture

Code
src/shuck_file/
β”œβ”€β”€ cli.py                # CLI entrypoint
β”œβ”€β”€ server.py             # MCP Server (FastMCP)
β”œβ”€β”€ core/
β”‚   β”œβ”€β”€ router.py          # Auto-routing logic
β”‚   β”œβ”€β”€ segmenter.py       # Document segmentation
β”‚   β”œβ”€β”€ mapper.py          # Map mode renderer
β”‚   β”œβ”€β”€ budget.py          # Smart compression
β”‚   β”œβ”€β”€ grep.py            # In-document search
β”‚   β”œβ”€β”€ frontmatter.py     # YAML frontmatter
β”‚   └── models.py          # Data models
β”œβ”€β”€ extractors/
β”‚   β”œβ”€β”€ base.py            # Base extractor ABC
β”‚   β”œβ”€β”€ docx_ext.py        # Word extractor
β”‚   β”œβ”€β”€ pdf_ext.py         # PDF extractor
β”‚   β”œβ”€β”€ xlsx_ext.py        # Excel extractor
β”‚   β”œβ”€β”€ pptx_ext.py        # PowerPoint extractor
β”‚   └── csv_ext.py         # CSV extractor
plugin/                    # Claude Code plugin wrapper
tests/
β”œβ”€β”€ test_extractors.py
β”œβ”€β”€ test_router.py
β”œβ”€β”€ test_segmenter.py
β”œβ”€β”€ test_budget.py
└── test_grep.py

License

MIT

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Frequently Asked Questions about Shuck File

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "shuck-file": { "command": "npx", "args": ["-y", "shuck-file"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimeNode.js
0/4 checks healthy over the last 6h
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Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
23Quality signal: Emerging Β· 23/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20
Documentation & tools8/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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