pinelabs-mcp
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TDQS
Scored across 59 tools
Most tools target distinct resources and actions, but there are several near-overlapping lookup variants such as get_payment_link_details vs get_payment_link_by_id, get_order_details vs get_order_by_order_id, and get_payout_details vs get_payout_payments. The descriptions clarify the differences, but the naming and overlapping purposes still create real ambiguity for an agent selecting a tool.
The set largely follows a consistent verb_noun pattern (create_*, get_*, update_*, delete_*, cancel_*), which makes navigation predictable. Minor deviations like list_plural_apis, fetch_order_payments, search_transaction, and detect_stack slightly break the pattern but do not make the naming chaotic.
59 tools is far beyond the recommended scope for an MCP server and will create significant selection overhead for agents. Although the tools are organized across payments, subscriptions, payouts, settlements, docs, and code generation, the sheer count is an extreme mismatch for a usable agent-facing toolset.
The tool surface covers the major lifecycle operations for payment links, orders, payments, refunds, plans, subscriptions, presentations, payouts, and settlements. Minor gaps exist, such as no customer management tools despite subscriptions requiring a customer_id, and no single-refund lookup by refund ID, but these are workaroundable in most workflows.