Efficient Gitlab
Rank #2,351io.github.detailobsessed/efficient-gitlab
Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination
Efficient Gitlab is a Model Context Protocol (MCP) server published by detailobsessed. It ranks #2,351 of 130,187 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 44 tracked versions. It was first listed on Dec 26, 2025 and most recently updated on May 15, 2026.
Ranks ahead of 127,836 of 130,187 servers on MCP Toplist.
Use Efficient Gitlab
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add efficient-gitlab -e "GITLAB_PERSONAL_ACCESS_TOKEN=<your GITLAB_PERSONAL_ACCESS_TOKEN>" -e "GITLAB_API_URL=<your GITLAB_API_URL>" -- npx -y efficient-gitlab-mcp-serverReplace each placeholder with your own value before saving.
[mcp_servers.efficient-gitlab]
command = "npx"
args = ["-y", "efficient-gitlab-mcp-server"]
[mcp_servers.efficient-gitlab.env]
GITLAB_PERSONAL_ACCESS_TOKEN = "<your GITLAB_PERSONAL_ACCESS_TOKEN>"
GITLAB_API_URL = "<your GITLAB_API_URL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"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>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"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>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"efficient-gitlab": {
"type": "stdio",
"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>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"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>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"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
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[](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 130,187" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
detailobsessed
Other servers by detailobsessed
View all detailobsessed servers →Available versions (44)
| Version | Published |
|---|---|
| 2.33.0 | May 15, 2026 |
| 2.32.0 | May 15, 2026 |
| 2.31.0 | May 15, 2026 |
| 2.30.0 | May 15, 2026 |
| 2.29.0 | May 15, 2026 |
| 2.28.4 | May 15, 2026 |
| 2.28.3 | May 15, 2026 |
| 2.28.2 | May 15, 2026 |
| 2.28.1 | May 15, 2026 |
| 2.27.0 | Apr 28, 2026 |
| 2.24.0 | Apr 28, 2026 |
| 2.23.0 | Apr 28, 2026 |
| 2.22.0 | Apr 28, 2026 |
| 2.21.0 | Apr 28, 2026 |
| 2.20.0 | Apr 28, 2026 |
| 2.19.0 | Apr 28, 2026 |
| 2.18.0 | Apr 28, 2026 |
| 2.17.1 | Apr 28, 2026 |
| 2.17.0 | Apr 28, 2026 |
| 2.16.1 | Apr 28, 2026 |
| 2.16.0 | Apr 28, 2026 |
| 2.15.0 | Apr 28, 2026 |
| 2.14.0 | Apr 28, 2026 |
| 2.13.0 | Apr 28, 2026 |
| 2.12.0 | Apr 28, 2026 |
| 2.11.12 | Apr 28, 2026 |
| 2.11.11 | Apr 28, 2026 |
| 2.11.10 | Apr 28, 2026 |
| 2.11.9 | 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 (113 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 44 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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