Yandex Metrika MCP
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TDQS
Scored across 15 tools
Counter and goal tools are clearly separated by resource and action, and the specialized reporting tools have distinct intents. However, get_report is a flexible catch-all that overlaps with get_traffic_summary, get_traffic_sources, get_top_pages, get_report_comparison, and get_report_drilldown, which could cause misselection.
Tool names consistently follow a verb_noun pattern: list_/create_/update_/delete_ for resource collections, and get_ for single entities or report views. The naming makes both resource type and action predictable across the whole toolset.
15 tools is at the upper end of the ideal range, but the count is justified by the breadth of Yandex Metrika functionality: counter CRUD, goal management, log export, and multiple reporting variations. The reporting shortcuts add some redundancy but still map to concrete user needs.
Counter lifecycle is fully covered with create/read/update/delete, and reporting has broad query options with comparison, drilldown, and traffic summaries. The main gap is the missing update_goal operation, and export_logs only initiates/evaluates a log request without covering the full retrieval flow.