gitlab-mcp-lite
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Alternatives to gitlab-mcp-lite
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- AlicenseBqualityCmaintenanceProvides full control over GitLab epics, issues, merge requests, pipelines, and more via a conversational interface, with dry-run safety.10011 npm2MIT
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- AlicenseBqualityBmaintenanceEnables an MCP client to drive the merge-request review workflow on a self-hosted GitLab CE 11.3 instance: list and create merge requests, read per-file diffs, post comments on exact diff lines, reply to and resolve threads, and merge. It also exposes read-only helpers for projects, branches, files, users, labels, pipelines and an escape-hatch raw API call, honoring a read-only mode.305 npmMIT
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TDQS
Scored across 9 tools
Each tool targets a distinct GitLab resource and action: pipelines, jobs, issues, or merge requests. There is no meaningful overlap between listing jobs, playing a job, creating a pipeline, or creating an MR.
All tools use a clear gitlab_ prefix and snake_case, mostly following resource_action ordering. Minor inconsistencies exist, such as gitlab_pipeline_jobs lacking a list verb and singular/plural mixing (issue_get vs issues_list).
Nine tools is well within the appropriate range for a focused GitLab lite server. Each tool has a clear role and the set does not feel bloated.
The surface covers useful subsets of pipelines, jobs, issues, and merge requests, but has notable gaps: no issue create/update, no MR get/merge, and no pipeline cancel/retry. The 'lite' scope explains some omissions, but agents may still hit dead ends for common workflows.