carrel
Enables local file search, packing into LLM-ready context, and inspection via an MCP server on stdio.
README
<div align="center">
<img src="assets/banner.svg" alt="carrel — a library desk for your files, and your agents" width="100%">
<br><br>
<img src="https://img.shields.io/badge/python-3.12%2B-6E9EBF?labelColor=211A11" alt="Python 3.12+"> <img src="https://img.shields.io/badge/license-MIT-B07C24?labelColor=211A11" alt="License: MIT"> <a href="https://github.com/FirstCastSolutions423/carrel/actions"><img src="https://img.shields.io/github/actions/workflow/status/FirstCastSolutions423/carrel/test.yml?branch=main&label=tests&labelColor=211A11" alt="tests"></a> <a href="https://github.com/FirstCastSolutions423/carrel/releases"><img src="https://img.shields.io/github/v/release/FirstCastSolutions423/carrel?labelColor=211A11&color=F2A93C" alt="release"></a>
<br><br>
<img src="assets/demo/desk-tour.gif" alt="carrel desk TUI tour" width="100%">
carrel desk — browse the tree, inspect a file, run an action, search the index.
<img src="assets/demo/pack.gif" alt="carrel pack token stats" width="100%">
carrel pack src --stats — the token table, before you spend a context window on it.
<img src="assets/demo/redact-proof.gif" alt="carrel redact proof" width="100%">
carrel redact — true raster redaction of a PDF, and the proof: grep exits 1.
</div>
A carrel is a private study desk in a library: your materials close at hand, organized your way. carrel is that desk for your local files — pdf, md, images, html, json, xml, csv — with 24 commands to convert, OCR, inspect, diff, index, search, pack, watch, and more. And it treats AI agents as first-class users of the desk: every data-producing command speaks --json with stable exit codes, carrel pack turns file trees into LLM-ready context, and the repo doubles as a Claude Code plugin marketplace whose plugins drive the same CLI.
What can it do
| Domain | Command | What it does |
|---|---|---|
| Convert & transform | carrel convert |
Any-to-any conversion across pdf, md, html, txt, png/jpg/ico, json, xml, csv |
carrel ocr |
Images and scanned PDFs → text, markdown, or a searchable PDF | |
carrel edit |
PDF merge/split/rotate/extract-pages, image resize/rotate/crop, text find-replace, json set/del | |
carrel extract-images |
Pull embedded images out of pdf, ico, and html | |
carrel audiobook |
Narrate txt/md/pdf into mp3/ogg, chapters from markdown headings | |
| Inspect & prove | carrel inspect |
Metadata + per-type structure summary: sha256, pages, EXIF, json shape, csv dialect… |
carrel diff |
Unified text diffs, structural json/csv diffs, pdf text diffs, image pixel diffs | |
carrel thumb |
Thumbnails for pdfs, images, and html | |
carrel proof |
Soft-proof against an ICC profile, with a ΔE summary | |
carrel color |
Dominant palette extraction, ICC conversion, contrast checks | |
| The desk index | carrel index |
SQLite FTS5 index of everything under a root (.carrel/carrel.db, portable) |
carrel search |
bm25-ranked full-text search with type and tag filters | |
carrel tag |
Tag files; find by tag | |
carrel note |
Sidecar notes on any file; real text annotations on PDFs | |
| Agents & context | carrel pack |
Bundle files/trees into one LLM-ready document — md/xml/json, include/exclude globs, .gitignore-aware, chunking, token estimates |
carrel mcp |
Serve search/pack/inspect as an MCP server on stdio | |
| Housekeeping | carrel organize |
Sort a folder by type/date/EXIF date — dry-run by default |
carrel dedupe |
Exact (BLAKE2) and near (perceptual hash) duplicate detection | |
carrel watch |
Watch a folder and run shell actions on file events | |
carrel redact |
Pattern/PII redaction for text formats; true raster redaction for PDFs | |
carrel sign |
Visible PDF stamps, sha256 manifests, gpg-backed verify | |
carrel form |
Build html/pdf forms from JSON specs; list and fill AcroForm PDFs | |
| The desk itself | carrel desk |
The flagship TUI — see below |
carrel doctor |
What your environment enables today, with install hints for the rest |
carrel wraps the masters — pandoc, poppler, qpdf, tesseract/ocrmypdf, ImageMagick, exiftool, ffmpeg… — behind one adapter layer with capability detection. Missing binary? Commands degrade with an install hint (exit 3), never a crash.
Quickstart
Requires Python ≥ 3.12 and uv. No checkout needed:
uv tool install git+https://github.com/FirstCastSolutions423/carrel # puts `carrel` on your PATH
carrel doctor # what can your desk do today? (+ apt hints for the rest)
(Contributing or hacking on it? uv tool install . from a checkout does the same thing.)
A first taste:
carrel inspect paper.pdf # pages, sha256, producer, form fields…
carrel index . && carrel search "marginal notes" # FTS5 over your whole desk
carrel pack src/ --format xml -o context.xml --stats # LLM-ready context + token table
Add --json to any of these and you get machine-readable output on stable exit codes — that's the whole agent contract.
The marketplace
This repo is also a Claude Code plugin marketplace: five plugins whose slash commands, agents, skills, and hooks all delegate to the CLI above.
claude plugin marketplace add FirstCastSolutions423/carrel
claude plugin install carrel-inspect@carrel
| Plugin | Gives Claude |
|---|---|
carrel-inspect |
/inspect, /diff, /search, /pack + a context-packing skill |
carrel-convert |
/convert, /ocr, /thumb, /audiobook + a batch doc-converter agent |
carrel-organize |
/organize, /dedupe, /tag, /note-file |
carrel-watch |
/watch-folder + a watch-automation recipe skill |
carrel-agent |
A file-librarian agent, the carrel MCP server, and a hook that re-indexes files Claude writes |
Install the CLI first (see Quickstart) so the plugins can call it. Works headless too:
claude -p "/carrel-inspect:inspect text+image.pdf" --allowedTools "Bash(carrel:*)"
The full validated flow (with real output) is in docs/TEST_REPORT.md.
The desk TUI
carrel desk
<div align="center"><img src="assets/logo.svg" alt="carrel mark" width="96"></div>
The flagship: a three-pane Textual desk. A file tree on the left, an inspector in the middle (metadata, preview, tags, notes), an action palette on the right (convert, ocr, pack, thumbnail…) — all driving the same core library as the CLI, with full-text search along the bottom. Theme: warm lamplight on dark wood, per docs/BRAND.md.
Learn more
- The docs site — everything below, browsable
- docs/HOW_THIS_WAS_BUILT.md — the autonomous single-day build, from the primary sources
- docs/VISION.md — why a library desk, and the product principles
- docs/ARCHITECTURE.md — the adapter layer, the index, the plugin design
- docs/FEATURES.md — the capability × strategy matrix
- docs/TEST_REPORT.md — everything above, executed for real (501 tests, 7 cookbook runs)
- examples/cookbook/ — nine end-to-end recipes, from scan→searchable-notes to markdown→audiobook
- docs/BRAND.md — palette, typography, logo usage, voice
License
MIT © Colton Bearden
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
Neon Database
MCP server for interacting with Neon Management API and databases
E2B
Using MCP to run code via e2b.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.