github-reuse-assistant vs GitHub
github-reuse-assistant is a plugin bundle for AI coding tools published by lidapengpeng. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). GitHub is an MCP server published by github. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-12. 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 |  GitHub | |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 1.0.0 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 2.0.2 Forks (GitHub): 5 134 Stars (GitHub): 33 552 Not marked · First seen |
| Docker MCP Catalog | Not listed | Listed Version: sha256:ffced0d76e77 Forks (GitHub): 5 134 Stars (GitHub): 33 552 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 | github-reuse-assistant | GitHub |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 1 (worse) | 33 552 (better) |
| Forks (GitHub) (differs) | 0 (worse) | 5 134 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (@anthropic/github-mcp-server) | Remote server or your machine |
| Transport (differs) | Not stated | Streamable HTTP, stdio |
| Tools it declares (differs) | Not published | 40 |
| Environment variables it asks for | 1, secrets among them: 1 | 1, secrets among them: 1 |
| Parts of the bundle (differs) | 6 | Not a bundle |
| Licence | MIT | MIT |
| Repository (differs) | github.com/lidapengpeng/github-reuse-assistant | github.com/github/github-mcp-server |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | not 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
github-reuse-assistant
ML/DL GitHub project reuse assistant - a structured 6-phase workflow plugin for Claude Code. Guides users from git clone to successful training and testing of any ML/DL GitHub project. Features include: deep research via DeepWiki and paper reading with structured PROJECT_NOTES.md output, environment compatibility checking with OOM estimation and batch size recommendations, dataset format validation with automatic conversion script generation and visualization, configuration file management with parameter checklists, and built-in error auto-diagnosis for common training failures (OOM, NaN loss, size mismatch, etc.). Supports PyTorch, TensorFlow, and multi-platform (Linux/macOS/WSL2).
GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
How to run each
github-reuse-assistant
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
GitHub As a local MCP server: Docker image
claude mcp add --env "GITHUB_PERSONAL_ACCESS_TOKEN=<YOUR_GITHUB_PERSONAL_ACCESS_TOKEN>" --transport stdio github-official -- docker run -i --rm -e GITHUB_PERSONAL_ACCESS_TOKEN ghcr.io/github/github-mcp-serverRequires: GITHUB_PERSONAL_ACCESS_TOKEN (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of github-reuse-assistant publish no list of tools, so we do not compare tools.
Settings each asks for
Only github-reuse-assistant asks for
None
Only GitHub asks for
None
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: github-reuse-assistant · What it can do: GitHub · 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 the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.