F
licenseNot graded
qualityB
maintenanceEnables AI agents to search and retrieve information from your GitHub starred repositories via semantic matching, turning your stars into a searchable personal code toolbox.
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github-stars-mcp
by SalAkBuK
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TDQS
A3.5/5.0
Scored across 17 tools
Disambiguation4/5
Most tools have clear, distinct responsibilities, especially the orchestration pipeline steps. However, list_starred and batch_get_starred_with_readme overlap significantly in retrieving starred repos, and get_readme also overlaps with the batch tool's README fetching, creating potential confusion.
Naming Consistency5/5
All tools follow a consistent github_verb_noun pattern in snake_case. Even longer names like batch_get_starred_with_readme and assign_repo_to_lists fit the convention, making the set highly predictable.
Tool Count4/5
At 17 tools, the set is slightly above the ideal 3-15 range but each tool serves a defined purpose—the orchestration group alone accounts for 5. The count feels heavy but not bloated for the breadth of features offered.
Completeness3/5
The server covers star retrieval, README reading, list management, catalog export, health auditing, and search. Notable gaps include no way to remove a star/unstar, no delete or rename for user lists, and list membership only being add/update without explicit removal functionality.
Maintenance
ActivityMaintained
ResponsivenessNo issues