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GitLab (Archived) vs workflow-skills

GitLab (Archived) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). workflow-skills is a plugin bundle for AI coding tools published by Daniel Egan. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-16. 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
MarketplaceGitLab (Archived)workflow-skills
Docker MCP Catalog Listed
Version: sha256:a1b8571a210a
Forks (GitHub): 11 788
Pulls (Docker Hub): 81 560
Stars (Docker Hub): 25
Stars (GitHub): 91 289
Not marked · First seen
Not listed
Community marketplace bestdan/workflow-skills Not listed Listed
Version: 2.84.1
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

GitLab (Archived) vs workflow-skills
FactGitLab (Archived)workflow-skills
Marketplaces that list it11
Stars (GitHub) (differs)91 289 (better)3 (worse)
Pulls (Docker Hub) (differs)81 560No figure on Docker Hub
Forks (GitHub) (differs)11 788 (better)0 (worse)
Last release (differs)Not published2026-10-15
Where it runs (differs)On your machine (mcp/gitlab)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)9Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Hooks it runs (differs)Not published7
Parts of the bundle (differs)Not a bundle46
Licence (differs)NOASSERTIONMIT
Repository (differs)github.com/modelcontextprotocol/serversgithub.com/bestdan/workflow-skills
Changes in the last 7 days (differs)05
First seen (differs)2026-10-112026-10-15

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

GitLab (Archived)

In its own words, on Docker MCP Catalog:

MCP Server for the GitLab API, enabling project management, file operations, and more.

workflow-skills

In its own words, on Community GitHub marketplaces:

Claude Code skills for general engineering workflows: collaborative PR review, durable multi-step planning, auditable quantitative analysis pipelines with independent fact-checking, and a repo-native task loop for capturing and processing follow-up work.

How to run each

GitLab (Archived) As a local MCP server: Docker image

Claude Code
claude mcp add --env "GITLAB_PERSONAL_ACCESS_TOKEN=<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN>" --transport stdio gitlab -- docker run -i --rm -e GITLAB_PERSONAL_ACCESS_TOKEN mcp/gitlab

Requires: GITLAB_PERSONAL_ACCESS_TOKEN (secret)

workflow-skills As a Claude Code plugin

Claude Code
/plugin marketplace add bestdan/workflow-skills
/plugin install workflow-skills@workflow-skills

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

Tools each declares

The marketplaces of workflow-skills publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of workflow-skills publish no settings it asks for, so we do not compare settings.

What it can do: GitLab (Archived) · What it can do: workflow-skills · 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.

Where the data comes from: how the catalog is built