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chhavimishra

originselect

by chhavimishra

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      Search URDB's product integrity database — integrity scores, enshittification events, warranty cuts, and material downgrades across consumer products. Sourced and evidence-backed.
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      A2A Grocery is the Agent-to-Agent (A2A) + Model Context Protocol (MCP) hub for retail grocery procurement. It puts makers, brand owners, private label, distributors and importers in front of the AI agents that now do the grocery buying, and gives retail procurement desks every cleared supplier's record, ready to order. 20 markets on the SCHEMA algo record. No ads. No rank for sale. Trade only.
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      Search, verify and screen over 1 million African companies across 18 official government registries, along with the public contracts they have won and OFAC/UN sanctions screening. Every result carries its registry source, date and a confidence signal, and the server returns nulls rather than fabricating data.
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    TDQS

    A4/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: three metadata enumerators (categories/countries/values), two distinct search targets (brands vs products), and one refinement operation. No functional overlap exists between any pair.

    Naming Consistency5/5

    Perfectly consistent snake_case convention with clear verb_noun structure throughout: 'get_' prefix for metadata retrieval, 'search_' prefix for discovery operations, and 'refine_search' for the modification action.

    Tool Count5/5

    Six tools is ideal for this focused search/discovery domain. The surface covers metadata discovery, primary search vectors (brands and products), and result refinement without bloat or missing core capabilities.

    Completeness4/5

    Strong coverage for a read-only search API: filtering dimensions are fully exposed via metadata endpoints, and both major entity types (brands/products) are searchable. Minor gap: refine_search appears product-specific with no equivalent brand refinement, and lacks single-item retrieval by ID (though search may suffice).

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues