GitLab MCP Server

by sumiratiio.github.sumirati/mcp-gitlabv3.2.0

Developer-ready GitLab MCP server for CE and EE instances.

1Node.jsstdioofficial registry

context tax

pending

security

97/100

cold start

pending

freshness

Active2d ago

Our reading of GitLab, from the data

GitLab is a version control MCP server from sumirati, listed in the official MCP Registry.

We haven't measured its tool list yet, so its token cost is unknown.

Maintenance is active: the last public signal was 2 days ago (2026-10-16). For comparison, 65% of version control servers are active or maintained.

With 1 GitHub stars it ranks #275 of 725 version control servers we index.

It runs locally on your machine over stdio and needs one secret (GITLAB_PERSONAL_ACCESS_TOKEN); use a scoped, least-privilege key.

Install GitLab MCP server

claude mcp add gitlab-sumirati -e GITLAB_PERSONAL_ACCESS_TOKEN='<gitlab-personal-access-token>' -- npx -y @sumirati/mcp-gitlab

{
  "mcpServers": {
    "gitlab-sumirati": {
      "command": "npx",
      "args": [
        "-y",
        "@sumirati/mcp-gitlab"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<gitlab-personal-access-token>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "gitlab-sumirati": {
      "command": "npx",
      "args": [
        "-y",
        "@sumirati/mcp-gitlab"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<gitlab-personal-access-token>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "gitlab-sumirati": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@sumirati/mcp-gitlab"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<gitlab-personal-access-token>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "gitlab-sumirati": {
      "command": "npx",
      "args": [
        "-y",
        "@sumirati/mcp-gitlab"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<gitlab-personal-access-token>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
GITLAB_PERSONAL_ACCESS_TOKEN	yes	yes	GitLab Personal Access Token with api scope
GITLAB_API_URL	—	—	GitLab instance API URL (defaults to https://gitlab.com/api/v4)
GITLAB_READ_ONLY	—	—	Enable read-only safety mode (true/false, default: false)
GITLAB_EXPOSE_ALL_TOOLS	—	—	Set to true to expose all 90 catalog actions directly on ListTools instead of the 5-tool hybrid surface
MCP_OUTPUT_FORMAT	—	—	Default output format: 'markdown' (default, compact tables) or 'json'

Security signals

97/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Deductions

No security policy (SECURITY.md)-3

Checks

✓Repository hygiene (archived, activity, license, security policy)
○Package metadata (install scripts, provenance) — pending
○Tool descriptions (prompt-injection and hidden-text heuristics) — pending
○Source scan (secrets, CVEs, risky code) by vectra-guard — pending

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Active — last maintenance signal 2d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-16 · 2d ago · GitHub
Latest release
2026-10-16 · 2d ago · GitHub · v3.2.0
Package published
no data · npm/PyPI
Registry entry updated
2026-10-16 · 2d ago · official registry · v3.2.0

How it compares in Version Control

Against the most-starred version control servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
GitLab (this)	1	—	not measured	Active	local
Git	91,356	—	not measured	Active	local
PostHog	40,338	—	not measured	Active	local + hosted
GitHub	33,740	—	not measured	Active	local + hosted
GitDiagram	18,313	3	864	Active	hosted
Skill Seekers	15,180	—	not measured	Active	—

All version control MCP servers

FAQ

›How do I install the GitLab MCP server in Claude Code?

Run: claude mcp add gitlab-sumirati -e GITLAB_PERSONAL_ACCESS_TOKEN='<gitlab-personal-access-token>' -- npx -y @sumirati/mcp-gitlab. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does GitLab require an API key?

Yes. It expects GITLAB_PERSONAL_ACCESS_TOKEN, of which 1 is a secret.

›Can I use GitLab as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is GitLab in the official MCP registry?

Yes, as io.github.sumirati/mcp-gitlab.

Sources and method

Official MCP Registry entry: updated 2026-10-16
GitHub repository: fetched 2026-10-19
Package registry (npm / PyPI): listed
Security signals, computed by us: 2026-10-19
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.