glab-mcp
Skill1 starsChanged 7 months agoMITView on GitHub
Work with Model Context Protocol (MCP) server for AI assistant integration. Exposes GitLab features as tools for AI assistants (like Claude Code) to interact with projects, issues, merge requests, and pipelines. Use when integrating AI assistants with GitLab or working with MCP servers. Triggers on MCP, Model Context Protocol, AI assistant integration, glab mcp serve.
Files
glab mcp
Overview
Manage Model Context Protocol server features for GitLab integration.
The MCP server exposes GitLab features as tools for use by
AI assistants (like Claude Code) to interact with GitLab projects, issues,
merge requests, pipelines, and other resources.
This feature is an experiment and is not ready for production use.
It might be unstable or removed at any time.
For more information, see
https://docs.gitlab.com/policy/development_stages_support/.
USAGE
glab mcp <command> [command] [--flags]
EXAMPLES
$ glab mcp serve
COMMANDS
serve Start a MCP server with stdio transport. (EXPERIMENTAL)
FLAGS
-h --help Show help for this command.Quick start
glab mcp --helpv1.86.0 Changes
Auto-enabled JSON output
As of v1.86.0, glab mcp serve automatically enables JSON output format when running — no manual flag needed. This improves parsing reliability for AI assistants consuming the MCP server's tool responses.
Unannotated commands excluded
Commands that lack MCP annotations are no longer registered as MCP tools. This means only explicitly supported commands are exposed to AI assistants, reducing noise and improving reliability. If a GitLab operation you expect isn't available as an MCP tool, it may lack MCP annotations in the current release.
Subcommands
See references/commands.md for full --help output.
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 2
- vince-winkintel/gitlab-cli-skills★ 4943% same
- cormacc/dotagents★ 192% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository52 other files it gives its agents.
- gh-cliSkill
- glab-aliasSkill
- glab-apiSkill
- glab-attestationSkill
- glab-authSkill
- glab-changelogSkill
- glab-check-updateSkill
- glab-ciSkill
- glab-clusterSkill
- glab-completionSkill
- glab-configSkill
- glab-deploy-keySkill
- glab-duoSkill
- glab-gpg-keySkill
- glab-helpSkill
- glab-incidentSkill
- glab-issueSkill
- glab-iterationSkill
- glab-jobSkill
- glab-labelSkill
- glab-milestoneSkill
- glab-mrSkill
- glab-opentofuSkill
- glab-quick-actionsSkill
- glab-releaseSkill
- glab-repoSkill
- glab-runner-controllerSkill
- glab-runnerSkill
- glab-scheduleSkill
- glab-securefileSkill
- glab-snippetSkill
- glab-ssh-keySkill
- glab-stackSkill
- glab-todoSkill
- glab-tokenSkill
- glab-userSkill
- glab-variableSkill
- glab-versionSkill
- glab-workitemsSkill
- gitlab-cli-skillsSkill
- ui-color-palette-audit-paletteSkill
- ui-color-palette-build-color-systemSkill
- ui-color-palette-figmaSkill
- ui-color-palette-framerSkill
- ui-color-palette-generate-codeSkill
- ui-color-palette-generate-semantic-codeSkill
- ui-color-palette-generate-source-colorsSkill
- ui-color-palette-helpSkill
- ui-color-palette-manage-palettesSkill
- ui-color-palette-penpotSkill
- ui-color-palette-scale-paletteSkill
- ui-color-palette-sketchSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

