https://github.com/owayo/gitlab-mcp-server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| get_pipeline_failed_jobsB | GitLabパイプラインで失敗したジョブのコンソール出力を取得 |
| get_review_changesC | GitLab MRで修正したファイルの差分を取得 |
| get_review_commentsB | GitLab MRの未解決の指摘事項（コメント）を取得 |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 3 tools
Each tool has a clearly distinct purpose: get_pipeline_failed_jobs targets pipeline failures, get_review_changes targets MR file diffs, and get_review_comments targets MR unresolved comments. There is no overlap in functionality or ambiguity between these three tools.
All tool names follow a consistent verb_noun pattern with 'get_' prefix and snake_case formatting (get_pipeline_failed_jobs, get_review_changes, get_review_comments). The naming convention is perfectly uniform across all tools.
With only 3 tools, this server feels severely under-scoped for a GitLab integration. While the tools are coherent, a typical GitLab MCP server would need many more operations (e.g., list projects, create MRs, trigger pipelines) to be useful. The count is too low for the apparent domain.
The tool surface is extremely incomplete for GitLab operations. It only provides three specific 'get' operations for pipelines and MRs, missing all CRUD/lifecycle coverage (no create, update, delete, or listing operations). Agents will encounter dead ends when trying to perform basic GitLab workflows.