The request names GitLab, so GitLab comes first: it is a Git-based software development platform with an official MCP server (com.gitlab/mcp) 1. Among the other candidates, Crunchtools Gitlab exposes GitLab actions such as listing users, creating projects and listing labels 22, and the glab skill in the Openclaw listing drives the GitLab CLI for merge requests, pipelines and issues 616.
- 1
GitLabgitlab.comwebsite read, tools not yet checked
Git-based software development platform; its official door is the GitLab MCP server (com.gitlab/mcp) for working with GitLab from an AI agent.
official:MCP server · com.gitlab/mcp+128 community tools built for it
- 2
Crunchtools Gitlabcrunchtools.comfound in code, not yet checked
Exposes GitLab actions to list users, create projects and list labels for a GitLab project.
for agents: list_users_tool · create_project_tool · list_labels_tool
- 3
Openclawopenclaw.directverified and signed
Its glab skill uses the glab CLI to work with GitLab merge requests, CI/CD pipelines, issues and releases.
+165 community tools built for it
for agents: glab · skills-search · gemini
Sources
- 1GitLab Docsdocs.gitlab.com · read 2026-10-29
- 2Crunchtoolscrunchtools.com · read 2026-10-30
- 6Fully Managed OpenClaw Hosting — AI Assistant — OpenClaw.Directopenclaw.direct · read 2026-10-29
- 16glab: declares "glab" (the record we read and signed)unfragile.ai · read 2026-10-24
Left out: X, because each one's own page says it is retired or discontinued.
For agents: the 10 actions behind this answer
· GitLab website read, tools not yet checked
Learn how to use and administer GitLab, the most scalable Git-based fully integrated platform for software development.
list_users_tool · mcp-gitlab-crunchtools found in code, not yet checked
List GitLab users.
· MEOK Gitlab website read, tools not yet checked
Start a source-backed conversation with MEOK. Read public evidence, keep a useful brief and reopen it later. Private AI staff and voice are not connected yet.
· Packagist Micheh Phpcs Gitlab website read, tools not yet checked
The PHP Package Repository
sentry-cli · sentry-cli verified and signed
Skills for using the Sentry CLI to interact with Sentry from the command line
glab · glab verified and signed
Interact with GitLab using the `glab` CLI. Use when Claude needs to work with GitLab merge requests, CI/CD pipelines, issues, releases, or make API requests. Supports gitlab.com and self-hosted instances.
cli-mastery · cli-mastery verified and signed
Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. Say "cliexpert" to start.
· Playwright website read, tools not yet checked
Web automation and testing for apps, scripts, and AI agents
cloudflare · cloudflare verified and signed
Skills for the Cloudflare developer platform: Workers, Durable Objects, Agents SDK, MCP servers, Wrangler CLI, and web performance.
slack · slackclient verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.