# GitLab MCP Server

> GitLab MCP Server — jesbrian-gitlab-mcp-server. Use this tool when you need to integrate AI models with GitLab instances for automated branch management and merge request operations. It solves problems related to version control and collaboration by enabling AI-driven workflows via the Model Context Protocol. This tool accepts AI model inputs and outputs GitLab instance interactions, ideal for use cases requiring automated code reviews and repository management.

Canonical page: https://skillsregistry.net/skills/jesbrian-gitlab-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/jesbrian-gitlab-mcp-server

## Description

Enables AI models to interact with GitLab instances for branch management and merge request operations via the Model Context Protocol.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/botyrsq0tb)
- **Repository:** <https://github.com/JesBrian/gitlab-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jesbrian-gitlab-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jesbrian-gitlab-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jesbrian-gitlab-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt