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GitLab (Archived) vs io.github.vish288/mcp-gitlab

GitLab (Archived) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.vish288/mcp-gitlab is an MCP server published by vish288. 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

Where each is published
MarketplaceGitLab (Archived)io.github.vish288/mcp-gitlab
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
Official MCP Registry Not listed Listed
Version: 0.18.0
Forks (GitHub): 3
Stars (GitHub): 6
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 io.github.vish288/mcp-gitlab
FactGitLab (Archived)io.github.vish288/mcp-gitlab
Marketplaces that list it11
Stars (GitHub) (differs)91 180 (better)6 (worse)
Pulls (Docker Hub) (differs)81 183No figure on Docker Hub
Forks (GitHub) (differs)11 780 (better)3 (worse)
Last release (differs)Not published2026-10-12
Where it runs (differs)On your machine (mcp/gitlab)On your machine (mcp-gitlab)
Transportstdiostdio
Tools it declares (differs)9Not published
Environment variables it asks for (differs)2, secrets among them: 19, secrets among them: 3
Licence (differs)NOASSERTIONNot stated
Repository (differs)github.com/modelcontextprotocol/serversgithub.com/vish288/mcp-gitlab
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11

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)

In its own words, on Docker MCP Catalog:

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

io.github.vish288/mcp-gitlab

In its own words, on Official MCP Registry:

GitLab MCP server for MCP 2026-07-28: projects, MRs, files, reviews, pipelines, CI/CD, issues

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)

io.github.vish288/mcp-gitlab As a local MCP server: PyPI package

Claude Code
claude mcp add --env "GITLAB_OAUTH_CLIENT_SECRET=<YOUR_GITLAB_OAUTH_CLIENT_SECRET>" --env "GITLAB_OAUTH_JWT_KEY=<YOUR_GITLAB_OAUTH_JWT_KEY>" --env "GITLAB_TOKEN=<YOUR_GITLAB_TOKEN>" --env "GITLAB_URL=<YOUR_GITLAB_URL>" --transport stdio mcp-gitlab -- uvx mcp-gitlab

Requires: GITLAB_OAUTH_CLIENT_SECRET (secret), GITLAB_OAUTH_JWT_KEY (secret), GITLAB_TOKEN (secret), GITLAB_URL

Commands 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.vish288/mcp-gitlab publish no list of tools, so we do not compare tools.

Settings each asks for

Only GitLab (Archived) asks for

  • GITLAB_API_URL
  • GITLAB_PERSONAL_ACCESS_TOKEN (secret)

Only io.github.vish288/mcp-gitlab asks for

  • GITLAB_AUTH
  • GITLAB_OAUTH_BASE_URL
  • GITLAB_OAUTH_CLIENT_ID
  • GITLAB_OAUTH_CLIENT_SECRET (secret)
  • GITLAB_OAUTH_JWT_KEY (secret)
  • GITLAB_OAUTH_SCOPES
  • GITLAB_READ_ONLY
  • GITLAB_TOKEN (secret)
  • GITLAB_URL

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: GitLab (Archived) · What it can do: io.github.vish288/mcp-gitlab · 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.

Where the data comes from: how the catalog is built