pairbook-mcp
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TDQS
Scored across 6 tools
Each tool targets a distinct level of analysis: single-symbol profile, pair comparison, portfolio analysis, raw return series, ticker resolution, and diversifier discovery. The only mild ambiguity is between compare_pair and analyze_portfolio for two-asset cases, but the descriptions explicitly state analyze_portfolio should be used for 2–30 assets and compare_pair for just two.
Tool names are uniformly lowercase and underscore-separated, and most follow verb_noun structure: compare_pair, find_diversifiers, resolve_symbol, analyze_portfolio. symbol_profile and weekly_returns break that pattern slightly by being noun phrases, but the naming remains predictable and readable.
Six tools is a well-scoped set for a financial analytics server: symbol resolution, single-asset profile, pair analysis, portfolio analysis, raw data access, and diversifier discovery each cover a distinct workflow without redundancy.
The core analytical workflows are well covered: resolving tickers, profiling a single asset, comparing pairs, finding diversifiers, fetching raw returns, and analyzing a full portfolio. Minor gaps remain, such as no bulk multi-symbol return/correlation endpoint or a standalone holdings-overlap tool, but agents can work around these with existing tools.