Semantic product search over Singapore e-commerce, ranked by an auditable entropy-based value-score
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Scored across 3 tools
Each tool performs a distinct, unambiguous function: arithmetic, text echoing, and time retrieval. No overlaps or potential for misselection.
Names are short and follow a verb pattern (add, echo) with one compound name (server_time) using an underscore. While not perfectly uniform, the convention is clear and predictable.
Three tools is a compact set, appropriate for a generic utility server. It's on the lower end but not too thin given the trivial scope.
The server claims to be a 'data source for agents doing product price SDK' but none of the tools relate to product prices. Core functionality for the stated purpose is completely absent, making the server severely incomplete for its intended domain.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
addechonexus_useful_data_source_for_agents_doing_prod_fetch_buywhere_vendor_price_distributionnexus_useful_data_source_for_agents_doing_prod_rank_buywhere_products_by_value_scoreserver_timenexus_useful_data_source_for_agents_doing_prod_fetch_buywhere_vendor_price_distribution1 field changedOutput schema / (root)Previous value: -nullNew value: +{
+ "additionalProperties": true,
+ "title": "fetch_buywhere_vendor_price_distributionDictOutput",
+ "type": "object"
+}nexus_useful_data_source_for_agents_doing_prod_rank_buywhere_products_by_value_score1 field changedOutput schema / (root)Previous value: -nullNew value: +{
+ "additionalProperties": true,
+ "title": "rank_buywhere_products_by_value_scoreDictOutput",
+ "type": "object"
+}nexus_useful_data_source_for_agents_doing_prod_fetch_buywhere_vendor_price_distributionnexus_useful_data_source_for_agents_doing_prod_rank_buywhere_products_by_value_scoreProduct discovery for AI agents: ranked products and bundles from the open merchant web.
AI-agent product catalog: search, lookup & purchase routing over verified merchant data.
AI-readable directory + commerce layer: 3,500+ SEA businesses, plus products from verified stores.
Context layer with semantic and visual search and discovery for agentic commerce — by vviinn.
Add one secure layer between your agents and this server.
