lodestar-stamp-mcp
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TDQS
Scored across 7 tools
Tools have distinct purposes, but get_receipt, list_sources, and list_gaps all use the same identifier lookup and return different slices of the same receipt, which could cause confusion about which to call. The detailed descriptions help differentiate them, but overlap remains.
All tool names follow a consistent verb_noun pattern (list_index, list_sources, get_receipt, batch_receipts, find_business, list_markets, list_gaps). Minor pluralization differences (e.g., get_receipt vs batch_receipts) are inconsequential.
7 tools is well-scoped for a read-only receipt verification service. Each tool serves a clear function without redundancy, covering single and batch lookups, search, and metadata.
The surface covers single and batch receipt retrieval, business search, market listing, and gap/source views. A minor gap: batch lookup only supports domain, not phone/license/address, though single lookups handle those identifiers.