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Python Refactoring Assistant vs Diff Checker API

Python Refactoring Assistant is an MCP server published by slamer59. Marketplaces we read that list it: 1 (Docker MCP Catalog). Diff Checker API is an MCP server published by Br0ski777. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. 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
MarketplacePython Refactoring AssistantDiff Checker API
Docker MCP Catalog Listed
Version: sha256:4cd4303da424
Forks (GitHub): 6
Pulls (Docker Hub): 36 861
Stars (Docker Hub): 2
Stars (GitHub): 13
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.0
Forks (GitHub): 0
Stars (GitHub): 1
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

Python Refactoring Assistant vs Diff Checker API
FactPython Refactoring AssistantDiff Checker API
Marketplaces that list it11
Stars (GitHub) (differs)13 (better)1 (worse)
Pulls (Docker Hub) (differs)36 861No figure on Docker Hub
Forks (GitHub) (differs)6 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/mcp-python-refactoring)Remote server (diff-checker.api.klymax402.com/mcp)
Transport (differs)stdioSSE
Tools it declares (differs)9Not published
Environment variables it asks forNot publishedNot published
Licence (differs)MITNot stated
Repository (differs)github.com/slamer59/mcp-python-refactoringgithub.com/br0ski777/diff-checker-x402
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkNot responding since 2026-10-12

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

Python Refactoring Assistant

In its own words, on Docker MCP Catalog:

Educational Python refactoring assistant that provides guided suggestions for AI assistants.

Diff Checker API

In its own words, on Official MCP Registry:

Compare two texts line-by-line — additions, deletions, unchanged. x402 micropayment.

How to run each

Python Refactoring Assistant As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio mcp-python-refactoring -- docker run -i --rm mcp/mcp-python-refactoring

Diff Checker API As a remote MCP server

Claude Code
claude mcp add --transport sse diff-checker https://diff-checker.api.klymax402.com/mcp

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

Only Diff Checker API has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Diff Checker API 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: Python Refactoring Assistant · What it can do: Diff Checker API · 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. 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