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AgentLadle MCP AKShare

by agentladle
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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

    A3.8/5.0

    Scored across 54 tools

    Disambiguation4/5

    Most tools target distinct data types (block trades, yield curves, candlesticks, etc.), and overlapping areas like financial reports and holdings are differentiated by granularity. However, with 54 tools, some may be confused (e.g., get_fund_holding vs get_institutional_holding) despite clear descriptions.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern (e.g., get_candlesticks, get_market_status). No mixing of styles or abbreviations, making the API highly predictable.

    Tool Count3/5

    54 tools is high but justified for a comprehensive financial data API covering stocks, bonds, funds, macro, etc. However, some tools could be merged (e.g., multiple valuation tools), and the count slightly exceeds the typical well-scoped range.

    Completeness5/5

    The tool surface covers a wide range of financial data: market quotes, fundamentals, macro indicators, IPOs, filings, sector info, and more. There are no obvious gaps for the server's stated purpose of providing AKShare financial data.

    Maintenance

    ActivityMaintained
    ResponsivenessSyncing

    Resources