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shigechika

jquants-mcp

by shigechika
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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

    A4/5.0

    Scored across 55 tools

    Disambiguation4/5

    Tools are grouped into clear domains and nearly every description cross-references its siblings with explicit 'use X instead' guidance, so an agent can usually pick the right one. A few close pairs (earnings_this_week vs earnings_results_this_week, options vs options_225, short_ratio vs short_sale_report) still create minor ambiguity despite the thorough docs.

    Naming Consistency4/5

    The dominant pattern is get_<domain>_<item> plus detect_<signal> for screeners, with standalone verbs like health_check, cache_status, and register_api_key for server operations. Minor deviations such as get_top_movers, get_earnings_this_week, and get_indices_bars_daily_topix are still readable and predictable.

    Tool Count2/5

    55 tools is a very large surface for an agent to navigate, even for a broad market-data platform. Several near-duplicate variants (range versions of 52w/YTD detectors, options vs options_225, indices vs indices_topix, top movers/volume/turnover) inflate the count beyond what feels necessary.

    Completeness4/5

    The server covers nearly every J-Quants data domain: masters, daily/minute/morning bars, financial statements, dividends, indices, derivatives, margin/short-selling, market calendar, bulk downloads, plus extensive screening, ranking, and charting tools. Minor gaps like a direct equities/trades endpoint and plan-gated data are workarounds rather than dead ends.

    Maintenance

    ActivityNo data
    ResponsivenessResponsive

    Resources