Friday Seller Tools

Each tool has a highly specific, marketplace-scoped function (e.g., amazon_referral_fee_verifier vs walmart_referral_fee_verifier) with no two tools targeting exactly the same operation. A few cross-marketplace queue tools (like response deadline queues) are conceptually similar but clearly separated by marketplace prefix, so an agent can reliably select the correct tool.

The naming convention is primarily snake_case with a verb_noun or noun_verb pattern, but it suffers from inconsistent prefix usage. Amazon tools appear under 'amazon_', 'amazon_fba_', and just 'fba_' (e.g., fba_aged_inventory_planner). Walmart tools use both 'walmart_' and 'wfs_'. Several generic tools (e.g., bulk_csv_audit, ppc_kit) lack marketplace prefixes entirely, breaking the predictable pattern.

At 273 tools, the server far exceeds the typical well-scoped range (3-15). While each tool addresses a specific niche (fee verification, deadline queues, content drafts), the sheer volume makes the set feel like a bundled utility library rather than a cohesive toolkit. Agent navigation and tool selection would be challenging at this scale.

The server covers a broad range of seller operations across many marketplaces (fee verification, order management, listing health, advertising analysis). However, it operates purely on seller-supplied data with no live account integration, so critical workflows like automated reconciliation or real-time inventory adjustments are missing. Some functional areas (tax, supplier management) are absent, but for its intended scope of deterministic analysis and planning, coverage is acceptable.