GitLab (Archived) vs audit-project
GitLab (Archived) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). audit-project is a plugin bundle for AI coding tools published by agent-sh. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). 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
| Marketplace |   GitLab (Archived) |  audit-project |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:a1b8571a210a Forks (GitHub): 11 780 Pulls (Docker Hub): 81 183 Stars (Docker Hub): 25 Stars (GitHub): 91 180 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 5.1.0 Forks (GitHub): 2 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
| Fact | GitLab (Archived) | audit-project |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 91 180 (better) | 3 (worse) |
| Pulls (Docker Hub) (differs) | 81 183 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 11 780 (better) | 2 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/gitlab) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 9 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 4 |
| Licence (differs) | NOASSERTION | MIT |
| Repository (differs) | github.com/modelcontextprotocol/servers | github.com/agent-sh/audit-project |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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)
MCP Server for the GitLab API, enabling project management, file operations, and more.
audit-project
Multi-agent iterative code review until zero issues remain. Spawns up to 10 specialist reviewers (code quality, security, performance, test coverage, architecture, database, API, frontend, backend, DevOps) chosen based on the project's signals. Each pass produces certainty-graded findings (HIGH / MEDIUM / LOW); HIGH findings auto-fix where safe. The orchestrator iterates passes until zero open issues remain or a max-iteration cap is reached. Specialists are role-based (defined inline via Task tool, not file-based agents) so they don't bloat the plugin's agent count. Designed to plug into /next-task and /prepare-delivery as the deep-review phase.
How to run each
GitLab (Archived) As a local MCP server: Docker image
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/gitlabRequires: GITLAB_PERSONAL_ACCESS_TOKEN (secret)
audit-project As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install audit-project@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of audit-project publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of audit-project publish no settings it asks for, so we do not compare settings.
What it can do: GitLab (Archived) · What it can do: audit-project · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.