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Scored across 156 tools
While most tools have domain-specific descriptions, there are multiple near-identical pairs (e.g., ozon_ad_campaign_objects and ozon_ad_campaign_products both describe 'goods and bids in a campaign'; several stock and finance tools overlap). At this scale an agent must compare many similar names and descriptions to avoid misselection.
All tools share the ozon_ prefix and snake_case, which helps, but the verb/noun order is inconsistent: ozon_list_shops vs ozon_product_list, ozon_set_prices vs ozon_pricing_strategy_list, and list operations are sometimes implicit (ozon_orders_fbs) and sometimes explicit (ozon_actions_list). Mixed conventions remain readable but not predictable.
156 tools is an extreme count for an MCP toolset, far beyond the 3-15 well-scoped range and beyond the 25+ threshold. Even with clear individual descriptions, the volume will overwhelm context and force agents to choose among dozens of near-synonymous resources.
The server covers the Ozon seller lifecycle broadly: products, prices, promotions, ads, orders, returns, finance, chats, reports, categories, and diagnostics. Minor dead ends remain (deprecated ozon_order_fbs_act_create, obsolete ozon_order_fbs_digital_act), and a few lifecycle operations are missing, but most gaps have workarounds or replacements.