altfinance-mcp
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TDQS
Scored across 9 tools
Most tools occupy distinct slots: list_tables (discovery), get_table_schema (introspection), query_table (precise rows), market_stats (aggregates), price_trend (time series), price_check (single-item comp), search (cross-market keywords), market_index (precomputed model index), list_alerts. The only soft boundaries are market_stats vs market_index (segment stats vs precomputed model band) and query_table vs search, but descriptions explicitly tell the agent which to pick and when to fall back.
All names are snake_case, but conventions are mixed: verb_noun (list_tables, get_table_schema, query_table, list_alerts), noun_phrase (market_stats, price_trend, price_check, market_index), and a bare verb (search). The market_* family is internally coherent, yet the surface as a whole does not follow one predictable pattern, so an agent can't infer a namespace purely from a name.
Nine tools for an auction-market data server is well scoped: discovery, schema, row query, aggregate, trend, valuation, search, index, and alerts each cover a genuinely different need. Nothing looks redundant or padded, and there is no obvious missing layer that would require an additional tool.
The read-only lifecycle is well covered end to end: find tables, inspect schema, query rows, aggregate, trend, value a piece, and search across categories. Gaps are minor but real — no single-lot lookup by ID/URL independent of price_check, no cross-table aggregation across categories (e.g. gems+jewelry), and alerts are read-only by design, though each gap is documented with a workaround.