Atlas Docs vs io.github.ozanmutlu/gitlab-docs
Atlas Docs is an MCP server published by CartographAI. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.ozanmutlu/gitlab-docs is an MCP server published by ozanmutlu. Marketplaces we read that list it: 1 (Official MCP Registry). 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 |  Atlas Docs |  io.github.ozanmutlu/gitlab-docs |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:4d235adb7498 Forks (GitHub): 5 Pulls (Docker Hub): 24 109 Stars (Docker Hub): 2 Stars (GitHub): 36 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.1.17 Downloads/month (npm): 1 101 Downloads/week (npm): 86 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
| Fact | Atlas Docs | io.github.ozanmutlu/gitlab-docs |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 36 (better) | 3 (worse) |
| Pulls (Docker Hub) (differs) | 24 109 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 5 (better) | 0 (worse) |
| Last release (differs) | Not published | 2026-10-12 |
| Where it runs (differs) | On your machine (mcp/atlas-docs) | On your machine (gitlab-docs-mcp) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 5 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 0 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/cartographai/atlas-docs-mcp | github.com/ozanmutlu/gitlab-docs-mcp |
| Changes in the last 7 days (differs) | 0 | 1 |
| 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
Atlas Docs
Provide LLMs hosted, clean markdown documentation of libraries and frameworks.
io.github.ozanmutlu/gitlab-docs
Search and browse 2,900+ official GitLab documentation pages via MCP
How to run each
Atlas Docs As a local MCP server: Docker image
claude mcp add --transport stdio atlas-docs -- docker run -i --rm mcp/atlas-docsio.github.ozanmutlu/gitlab-docs As a local MCP server: npm package
claude mcp add --transport stdio gitlab-docs -- npx -y gitlab-docs-mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of io.github.ozanmutlu/gitlab-docs publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of io.github.ozanmutlu/gitlab-docs publish no settings it asks for, so we do not compare settings.
What it can do: Atlas Docs · What it can do: io.github.ozanmutlu/gitlab-docs · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.