yandex-metrika-mcp
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TDQS
Scored across 68 tools
The tools are mostly distinguishable by resource/action naming (counters, goals, filters, segments, etc.), and the stat_* report variants target distinct report types. However, with 68 tools, an agent may hesitate between similar pairs such as stat_data vs stat_bytime or filter vs access_filter, so it is not a perfect 5.
The mgmt_<resource>_<action> pattern is used consistently across the management tools, and stat_* prefixes all report endpoints. Minor deviations like mgmt_counter_undelete, mgmt_cloud_export_remove, mgmt_accounts_update, and stat_data (noun-only) keep it from being fully uniform.
68 tools is far beyond the recommended 3-15 range and will make tool selection difficult for an agent, even though the underlying Yandex Metrika API is broad. This is too many for a coherent MCP surface.
The set covers the six main report variants and provides full CRUD-style coverage for most management resources, including counters, goals, filters, operations, grants, segments, and annotations. Minor gaps exist (e.g., no create/update for public grants or cloud exports, and no Logs API tools), but the main workflows are supported.