Ext Ops Panel
Open dashboard
Comparison

vibe-doc vs SnapDoczilla

vibe-doc is a plugin bundle for AI coding tools published by estevanhernandez-stack-ed. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). SnapDoczilla is an MCP server published by julvc. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacevibe-docSnapDoczilla
Claude Code: claude-plugins-community Listed
Version: 0.8.2
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.2.0
Downloads/month (PyPI): 0
Downloads/week (PyPI): 25
Forks (GitHub): 1
Stars (GitHub): 0
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

vibe-doc vs SnapDoczilla
Factvibe-docSnapDoczilla
Marketplaces that list it11
Stars (GitHub) (differs)1 (better)0 (worse)
Forks (GitHub) (differs)0 (worse)1 (better)
Last release (differs)Not published2026-10-21
Where it runs (differs)Installs as a plugin bundleOn your machine (snapdoczilla-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)12Not a bundle
LicenceMITMIT
Repository (differs)github.com/estevanhernandez-stack-ed/vibe-docgithub.com/julvc/skills
Changes in the last 7 days (differs)01
First seen (differs)2026-10-122026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

vibe-doc

In its own words, on Claude Code: claude-plugins-community:

Vibe Doc is an AI-powered documentation gap analyzer for any codebase. It scans your project's artifacts, classifies the project type (web app, API, data pipeline, Claude Code plugin, etc.), measures coverage against a tier-appropriate documentation matrix, and either generates the missing docs from your existing artifacts or hands you a ranked list of gaps to close. Five slash commands cover the loop: /vibe-doc:scan (analyze), /vibe-doc:generate (write missing docs), /vibe-doc:check (CI deployment-readiness gate), /vibe-doc:status (snapshot), and /vibe-doc:evolve (Level-3 self-improvement — the plugin reads its own session logs and proposes SKILL improvements). Honest about coverage: no cherry-picked denominators, no false negatives the matcher has learned to flag.

SnapDoczilla

In its own words, on Official MCP Registry:

Offline docs-as-code for any backend and frontend: a MkDocs site in your repo, by your AI agent.

How to run each

vibe-doc As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install vibe-doc@claude-community

SnapDoczilla As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio snapdoczilla -- uvx snapdoczilla-mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: vibe-doc · What it can do: SnapDoczilla · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built