Check and share agent checkout reports: bot blocks, payment methods, outcomes and navigation effort.
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Scored across 6 tools
Each tool has a distinct action and resource: submit_review vs add_comment vs list_reviews vs list_comments are clearly separated. get_merchant and search_merchants both return merchant data, but one is a targeted domain lookup and the other is discovery via filters, so the overlap is minor and descriptions clarify.
All tool names follow a consistent snake_case verb_noun pattern (add_comment, get_merchant, list_comments, list_reviews, search_merchants, submit_review). No mixing of conventions or vague verbs.
Six tools is well-scoped for a review-and-merchant-discovery domain. Each tool maps to a core operation (submit, list, comment, lookup, search) without redundancy.
The surface covers the main lifecycle: submit and read reviews, add and read comments, look up a merchant, and search for alternatives. Minor gaps exist—no update/delete for reviews or comments, and no direct get_review by ID—but these are not critical for agent workflows.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
add_commentget_merchantlist_commentslist_reviewssearch_merchantssubmit_reviewCheckout reviews via OAuth or agent API keys: bot blocks, payment methods, outcomes and effort.
Access-posture reports for agent data sourcing: robots, bot wall, licensing. Paid per call via x402.
Product analytics for AI agents: traffic, funnels, goals, errors, Web Vitals, flags and links.
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