True return-cost math, platform return-policy playbook, and return-reduction strategy for sellers
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Scored across 3 tools
Each tool targets a distinct aspect of returns management: cost calculation, reduction playbook, and policy comparison. No overlapping purposes or ambiguous boundaries.
Two tools follow verb_noun pattern (calculate_return_cost, reduce_returns_playbook) while return_policy_playbook uses noun_noun. Also 'returns' vs 'return' is slightly inconsistent, but overall readable and predictable.
Three tools is on the lean side but appropriate for a focused niche server. Each tool covers a meaningful and non-redundant function within returns/refund management.
The set covers cost analysis, reduction strategies, and policy reference—core needs for returns management. Minor gaps like actual refund processing or return label generation exist, but they are outside the stated 'playbook/calculation' scope.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
calculate_return_cost2 fields changedInput schema / properties / emailAdded value: +{
+ "default": "",
+ "type": "string"
+}Input schema / properties / license_keyAdded value: +{
+ "default": "",
+ "type": "string"
+}reduce_returns_playbook2 fields changedInput schema / properties / emailAdded value: +{
+ "default": "",
+ "type": "string"
+}Input schema / properties / license_keyAdded value: +{
+ "default": "",
+ "type": "string"
+}return_policy_playbook2 fields changedInput schema / properties / emailAdded value: +{
+ "default": "",
+ "type": "string"
+}Input schema / properties / license_keyAdded value: +{
+ "default": "",
+ "type": "string"
+}calculate_return_costreduce_returns_playbookreturn_policy_playbookE-commerce margin calculator: GO/RISKY/NO-GO verdict for Amazon, Etsy, eBay, Shopify, TikTok Shop.
Safety-stock & reorder planning, FBA-vs-FBM decision, and inventory health audit for sellers
US product return policies, recalls and, as stores join, verified purchase outcomes for AI agents.
Curated Amazon/Shopify/TikTok Shop changes (fees, policies, APIs) & upcoming seller deadlines.
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