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Pref Editor vs Shots

Pref Editor is an MCP server published by charlesmuchene. Marketplaces we read that list it: 1 (Docker MCP Catalog). Shots is an MCP server published by shots.run. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-15. 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
MarketplacePref EditorShots
Docker MCP Catalog Listed
Version: sha256:9a25e5de0f1f
Forks (GitHub): 3
Pulls (Docker Hub): 33 684
Stars (Docker Hub): 0
Stars (GitHub): 2
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
Forks (GitHub): 0
Stars (GitHub): 3
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

Pref Editor vs Shots
FactPref EditorShots
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)2 (worse)3 (better)
Pulls (Docker Hub) (differs)33 684No figure on Docker Hub
Forks (GitHub) (differs)3 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/pref-editor)Remote server (shots.run/api/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)7Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle2
Licence (differs)Apache-2.0MIT
Repository (differs)github.com/charlesmuchene/pref-editor-mcp-servergithub.com/hitslop/shots
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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

Pref Editor

In its own words, on Docker MCP Catalog:

Pref Editor is a tool for viewing and editing Android app preferences during development.

Shots

In its own words, on Official MCP Registry:

Create App Store screenshots, icons, ASO copy, localization, and revisions via hosted MCP.

How to run each

Pref Editor As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio pref-editor -- docker run -i --rm mcp/pref-editor

Shots As a remote MCP server

Claude Code
claude mcp add --transport http shots https://shots.run/api/mcp

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

Tools each declares

The marketplaces of Shots publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: Pref Editor · What it can do: Shots · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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