Efficient Gitlab
Rank #2,773io.github.detailobsessed/efficient-gitlab
Token-efficient GitLab management with progressive disclosure for ~90% token savings
Efficient Gitlab is a Model Context Protocol (MCP) server published by detailobsessed. It ranks #2,773 of 77,308 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. Efficient Gitlab is listed across 3 registries — Official MCP, PulseMCP and Glama, with 23 tracked versions. It was first listed on Dec 26, 2025 and most recently updated on May 15, 2026.
Ranks ahead of 74,535 of 77,308 servers on MCP Toplist.
Use Efficient Gitlab
Add Efficient Gitlab to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.
{
"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.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.detailobsessed%2Fefficient-gitlab)<a href="https://mcptoplist.com/server/io.github.detailobsessed%2Fefficient-gitlab"><img src="https://mcptoplist.com/badge/io.github.detailobsessed%2Fefficient-gitlab.svg" alt="MCP Toplist: Top 5% of 77,308" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries (1 delisted)
detailobsessed
Other servers by detailobsessed
View all detailobsessed servers →Available versions (23)
| Version | Published |
|---|---|
| 2.32.0 | May 15, 2026 |
| 2.30.0 | May 15, 2026 |
| 2.28.4 | May 15, 2026 |
| 2.28.2 | May 15, 2026 |
| 2.28.1 | May 15, 2026 |
| 2.17.1 | Apr 28, 2026 |
| 2.11.11 | Apr 28, 2026 |
| 2.11.10 | Apr 28, 2026 |
| 2.11.8 | Apr 14, 2026 |
| 2.11.7 | Apr 9, 2026 |
| 2.11.6 | Apr 9, 2026 |
| 2.11.5 | Apr 9, 2026 |
| 2.11.4 | Apr 9, 2026 |
| 2.11.3 | Apr 8, 2026 |
| 2.11.2 | Apr 8, 2026 |
| 2.11.1 | Apr 8, 2026 |
| 2.11.0 | Apr 8, 2026 |
| 2.10.0 | Apr 8, 2026 |
| 2.9.0 | Apr 8, 2026 |
| 2.8.0 | Apr 8, 2026 |
| 0.3.2 | Dec 30, 2025 |
| 0.3.0 | Dec 29, 2025 |
| 0.1.0 | Nov 25, 2024 |
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 and Glama.
- 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.