Seller-authorized, read-only business insights for Kenyan WhatsApp shops. Connect Timi to read aggregate KPIs, trends, funnel metrics, and shop health.
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Scored across 3 tools
get_business_overview and get_business_trends both return aggregate metrics for a period, which could cause confusion. The descriptions clarify that one is a snapshot and the other is time-series, but the boundary is not sharp, especially for agents needing trend data vs. an overview.
All tool names follow a consistent get_verb + noun pattern in snake_case, making the set predictable and easy to scan. No mixed conventions or irregular verbs.
Three tools is on the lower end but still within a reasonable range for a focused shop-analytics server. Each tool covers a distinct aspect (overview, trends, profile), and none feel redundant.
The set covers primary read-only needs for a shop analytics server: high-level business metrics, trends, and shop profile. It lacks granular data (e.g., individual orders, products, or conversations), but for the stated aggregate-focused purpose, the surface is reasonably complete.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
get_business_overviewget_business_trendsget_shop_profile
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