yandex-mcp
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TDQS
Scored across 127 tools
Many tools have near-overlapping purposes: generic readers like direct_get_inventory and *_manage_read duplicate specific list/get tools, while direct_prepare_write, direct_prepare_changes, direct_write, and direct_apply_changes create multiple write paths. Rich descriptions help, but with 127 tools the boundaries remain hard to keep straight.
Names are overwhelmingly snake_case with verb+noun patterns grouped by service (direct_*, metrika_*, webmaster_*, audience_*). Deviations such as the yandex_* prefix for Wordstat/SERP/auth/setup and occasional noun-style names (e.g., yandex_wordstat_dynamics) are minor but prevent a perfect score.
127 tools is an extreme mismatch for a single MCP server; it far exceeds the 50-tool threshold and will cause context bloat and selection errors. Even accounting for the multi-platform scope, the count is unreasonable.
Coverage across Direct, Metrika, Webmaster, Audience, and Wordstat is extensive, with read, write, approval, and reconciliation paths. Minor gaps remain: no maps tools appear despite being referenced in setup, and destructive operations are intentionally omitted or routed through approvals.