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AkTools Pro MCP Server

by tchivs
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Python
Remote

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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

    B3/5.0

    Scored across 58 tools

    Disambiguation4/5

    Domain prefixes (stock_, crypto_, fund_, futures_, macro_, pm_, portfolio_) keep most tools distinguishable. A few pairs are close—stock_zt_pool_em vs stock_zt_pool_strong_em, sector_valuation vs sector_rotation, futures_basis vs pm_basis—but descriptions and asset-class separation prevent serious ambiguity.

    Naming Consistency3/5

    Most tools follow a prefix_domain pattern, but conventions vary: some use bare verbs (search, backtest_strategy), some use noun phrases (market_prices, cache_status), and composite tools are inconsistently ordered (composite_stock_diagnostic vs crypto_composite_diagnostic). Chinese acronym suffixes like _em and _sina add further inconsistency, though names remain readable.

    Tool Count2/5

    58 tools is far above the 15-tool well-scoped range, and many niche functions could be consolidated. The broad multi-asset scope (stocks, crypto, futures, funds, macro, metals) partially justifies the count, but it is still heavy for an agent to navigate.

    Completeness4/5

    The tool surface covers most major workflows across equities, crypto, futures, funds, macro data, and precious metals, including composite diagnostics and portfolio tracking. Minor gaps exist—portfolio records cannot be updated/deleted, no global macro coverage, and no fund search by name—but core agent tasks are well supported.

    Maintenance

    ActivityNo data
    ResponsivenessNo issues

    Resources