SERVER

Efficient Gitlab

Rank #2402

io.github.detailobsessed/efficient-gitlab

Token-efficient GitLab management with progressive disclosure for ~90% token savings

23 versions
3 GitHub stars
by detailobsessed (4 servers)View repository ↗
First listed
Dec 26, 2025
Last publish date
May 15, 2026
OVERVIEW

Efficient Gitlab is a Model Context Protocol (MCP) server published by detailobsessed. It ranks #2402 of 56,489 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. Efficient Gitlab is listed across 2 registries — Official MCP and PulseMCP, with 23 tracked versions. It was first listed on Dec 26, 2025 and most recently updated on May 15, 2026.

STANDING
#2,402of 56,489 tracked serversTop 5%

Ranks ahead of 54,087 of 56,489 servers on MCP Toplist.

CONNECT

Use Efficient Gitlab

Add Efficient Gitlab to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

npm package
{
  "mcpServers": {
    "efficient-gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<your GITLAB_PERSONAL_ACCESS_TOKEN>",
        "GITLAB_API_URL": "<your GITLAB_API_URL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

REGISTRIES

Listed on 2 registries

Official MCP
PulseMCP
ORGANIZATION

detailobsessed

Organization
detailobsessed
Total servers
4
Total versions
92
MORE FROM THIS PUBLISHER

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View all detailobsessed servers →
VERSIONS

Available versions (23)

0.1.0 · Nov 25, 20240.3.0 · Dec 29, 20250.3.2 · Dec 30, 20252.8.0 · Apr 8, 20262.9.0 · Apr 8, 20262.10.0 · Apr 8, 20262.11.0 · Apr 8, 20262.11.1 · Apr 8, 20262.11.2 · Apr 8, 20262.11.3 · Apr 8, 20262.11.4 · Apr 9, 20262.11.5 · Apr 9, 20262.11.6 · Apr 9, 20262.11.7 · Apr 9, 20262.11.8 · Apr 14, 20262.11.10 · Apr 28, 20262.11.11 · Apr 28, 20262.17.1 · Apr 28, 20262.28.1 · May 15, 20262.28.2 · May 15, 20262.28.4 · May 15, 20262.30.0 · May 15, 20262.32.0 · May 15, 2026Nov 25, 2024May 15, 2026
VersionPublished
2.32.0May 15, 2026
2.30.0May 15, 2026
2.28.4May 15, 2026
2.28.2May 15, 2026
2.28.1May 15, 2026
2.17.1Apr 28, 2026
2.11.11Apr 28, 2026
2.11.10Apr 28, 2026
2.11.8Apr 14, 2026
2.11.7Apr 9, 2026
2.11.6Apr 9, 2026
2.11.5Apr 9, 2026
2.11.4Apr 9, 2026
2.11.3Apr 8, 2026
2.11.2Apr 8, 2026
2.11.1Apr 8, 2026
2.11.0Apr 8, 2026
2.10.0Apr 8, 2026
2.9.0Apr 8, 2026
2.8.0Apr 8, 2026
0.3.2Dec 30, 2025
0.3.0Dec 29, 2025
0.1.0Nov 25, 2024
FAQ

Frequently asked questions

Who maintains Efficient Gitlab?
Efficient Gitlab is maintained by detailobsessed, which publishes 4 MCP servers (92 total versions) tracked on MCP Toplist.
Is Efficient Gitlab listed on the official MCP registry?
Yes — Efficient Gitlab is listed on the Official MCP Registry, alongside PulseMCP.
How many versions does Efficient Gitlab have?
MCP Toplist tracks 23 versions of Efficient Gitlab, most recently published on May 15, 2026.
Where can I find the source code for Efficient Gitlab?
The source code for Efficient Gitlab is hosted at github.com/detailobsessed/efficient-gitlab-mcp.
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Efficient Gitlab - MCP Server #2402 | MCP Toplist