MCP MeasureMCP Measure

index observed

GitLab MCP Server

Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

Should I use this

Quality & Safety

B
Description quality
77%
Schema completeness
70%
Naming quality
87%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'server_time' description lacks action verbin server_time

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~190Tokens (tool definitions)
~455 BTypical response size
Minimal attention impact (0.15% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "gitlab-mcp-server": {
      "command": "uvx",
      "args": [
        "https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.0.0/gitlab-mcp-server.mcpb"
      ]
    }
  }
}

Runnable packages

mcpbhttps://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.0.0/gitlab-mcp-server.mcpb3.0.0stdio
npm@jmrp.io/gitlab-mcp-server3.0.0stdio
pypijmrplens-gitlab-mcp-server3.0.0stdio
nugetgitlab-mcp-server3.0.0stdio

Remote endpoints

https://gitlab-mcp-server.fly.dev/streamable-http
https://mcp.jmrp.io/gitlabstreamable-http

What it can do

Tool inventory

No publishable tool enumeration has been recorded.

Community

Rate this Server

Evidence

Recent observations

auth requiredversion not recorded—
verifiedversion not recorded3 tools
auth requiredversion not recorded—
verifiedversion not recorded3 tools