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Comparison

GitLab (Archived) vs lore-workflow

GitLab (Archived) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). lore-workflow is a plugin bundle for AI coding tools published by Christof Buchbender. 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)lore-workflow
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 buchbend/lore Not listed Listed
Version: 0.17.1
Forks (GitHub): 0
Stars (GitHub): 2
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 lore-workflow
FactGitLab (Archived)lore-workflow
Marketplaces that list it11
Stars (GitHub) (differs)91 289 (better)2 (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
Parts of the bundle (differs)Not a bundle10
Licence (differs)NOASSERTIONMIT
Repository (differs)github.com/modelcontextprotocol/serversgithub.com/buchbend/lore
Changes in the last 7 days (differs)03
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.

lore-workflow

In its own words, on Community GitHub marketplaces:

Deterministic epic/PRD/TDD workflow skills for AI-coding teams (9 skills: orient, grilling, to-epic, build, tdd, debug, document, handover, file-issue). Depends on lore.

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)

lore-workflow As a Claude Code plugin

Claude Code
/plugin marketplace add buchbend/lore
/plugin install lore-workflow@lore

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

Tools each declares

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

Settings each asks for

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

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