Each tool targets a distinct resource or action (branch, issue, merge request, file, repository, fork, search) with no overlapping purposes.

All tool names follow a consistent verb_noun pattern (e.g., create_branch, get_file_contents), with only 'create_or_update_file' being slightly longer but still consistent.

9 tools is well-scoped for a GitLab server, covering core operations without being excessive or insufficient.

Covers essential create/read operations but lacks explicit update/delete for issues, merge requests, and branches, which agents may need to work around.