Python Refactoring Assistant vs go-guidelines
Python Refactoring Assistant is an MCP server published by slamer59. Marketplaces we read that list it: 1 (Docker MCP Catalog). go-guidelines is a plugin bundle for AI coding tools published by Mehmet Sezer. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-11-09. 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
| Marketplace |   Python Refactoring Assistant | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:4cd4303da424 Forks (GitHub): 6 Pulls (Docker Hub): 38 856 Stars (Docker Hub): 2 Stars (GitHub): 14 Not marked · First seen |
Not listed |
| Community marketplace mhmtszr/go-guidelines | Not listed | Listed Version: 1.2.0 Forks (GitHub): 6 Stars (GitHub): 104 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
| Fact | Python Refactoring Assistant | go-guidelines |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 14 (worse) | 104 (better) |
| Pulls (Docker Hub) (differs) | 38 856 | No figure on Docker Hub |
| Forks (GitHub) | 6 | 6 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/mcp-python-refactoring) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 9 | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | Not a bundle | 1 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/slamer59/mcp-python-refactoring | github.com/mhmtszr/go-guidelines |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-28 |
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
Educational Python refactoring assistant that provides guided suggestions for AI assistants.
go-guidelines
Enhances code agents with Go best practices covering performance, modern syntax, generics, patterns, testing, error handling, and concurrency.
How to run each
Python Refactoring Assistant As a local MCP server: Docker image
claude mcp add --transport stdio mcp-python-refactoring -- docker run -i --rm mcp/mcp-python-refactoringgo-guidelines As a Claude Code plugin
/plugin marketplace add mhmtszr/go-guidelines
/plugin install go-guidelines@go-guidelines-marketplaceCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of go-guidelines 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: go-guidelines · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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.