F
licenseNot graded
qualityD
maintenanceHTTP-based MCP server for GitLab API, enabling project management, issue tracking, merge requests, and file operations through natural language.
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GitLab MCP Server
by harshmaur
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TDQS
C2.9/5.0
Scored across 45 tools
Disambiguation4/5
Most tools have distinct purposes targeting specific resources and actions, but there is some overlap between note-related tools (e.g., create_issue_note, create_note, create_merge_request_note) and discussion tools (list_issue_discussions, mr_discussions) that could cause confusion. However, descriptions generally clarify boundaries.
Naming Consistency5/5
Tool names follow a highly consistent verb_noun pattern throughout, with clear and predictable naming (e.g., create_issue, get_merge_request, list_labels). There are no deviations in style or convention, making the set easy to navigate.
Tool Count2/5
With 45 tools, the count is excessive for a GitLab server, leading to potential cognitive overload and redundancy. While GitLab is feature-rich, many tools could be consolidated (e.g., note and discussion tools), making the surface feel bloated and less scoped.
Completeness5/5
The tool set provides comprehensive coverage of GitLab's core functionalities, including full CRUD operations for issues, merge requests, labels, and projects, along with advanced features like time tracking, file management, and namespace handling. No obvious gaps are present for the domain.
Maintenance
ActivityInactive
ResponsivenessNo issues