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MikeWang1994

finsage

by MikeWang1994
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Python
Hybrid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.8/5.0

    Scored across 4 tools

    Disambiguation4/5

    analyze_stock and stock_report both target single stocks and return financial information, but analyze_stock is query-driven with LLM investment points while stock_report is a structured risk-focused briefing. screen_stocks and compare_stocks are clearly distinct for multi-stock scenarios.

    Naming Consistency4/5

    Three tools follow verb_noun pattern (analyze_stock, screen_stocks, compare_stocks), but stock_report breaks the pattern as noun_noun. Singular/plural inconsistency also appears (stock vs stocks).

    Tool Count5/5

    Four tools provide a focused set for A-share analysis: single-stock analysis, screening, detailed report, and comparison. This is well-scoped and each tool has a clear purpose.

    Completeness4/5

    Core analysis workflows are covered (analyze, screen, report, compare), but there is no direct tool for historical price data or sector-level scans. Minor gap that agents can work around via analyze_stock.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources