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io.github.akfamily/aktools

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    • A
      license
      B
      quality
      D
      maintenance
      Enables AI assistants to access comprehensive Chinese financial market data including stocks, funds, futures, and economic indicators via AKShare.
      5
      5
      MIT
    • A
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      Provides 46 financial data tools for AI assistants covering A-share, HK, US markets, macroeconomics, funds, and derivatives, powered by AKShare.
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    • A
      license
      A
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      A
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      Connects AKShare's extensive financial data interfaces to the Model Context Protocol (MCP), enabling LLM clients and agents to search, describe, and call these interfaces via natural language. Provides structured JSON output, pagination, routing, and automated validation to simplify data retrieval while maintaining reliability.
      3
      233 PyPI
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    • A
      license
      A
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      Enables AI assistants to fetch realtime stock quotes, fundamentals, and search for stocks across A-share, Hong Kong, and US markets without requiring API keys.
      5
      13 npm
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    • A
      license
      Not graded
      quality
      A
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      Enables AI assistants to access real-time and historical quotes, K-lines, technical indicators, sector, futures, and options data, plus composite stock analysis, market screening, and monitoring workflows across A-shares, Hong Kong, and US markets. It also provides built-in prompts and skills for financial analysis tasks.
      111 npm
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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI assistants to fetch real-time quotes, historical and minute K-line data, technical indicators, sector/futures/options data, and composite analyses for A-share, Hong Kong, and US markets. It also ships with preset prompts and skills for stock screening, market overviews, portfolio monitoring, and technical analysis.
      111 npm
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    TDQS

    A4/5.0

    Scored across 3 tools

    Disambiguation5/5

    The three tools map cleanly to a discovery → inspection → retrieval workflow: search_interfaces finds interfaces, describe_interface explains one interface, and get_data fetches its data. There is no meaningful overlap between their purposes.

    Naming Consistency5/5

    All names use a consistent snake_case verb_noun pattern (search_interfaces, describe_interface, get_data). The singular/plural difference follows naturally from whether the operation targets one interface or many.

    Tool Count5/5

    Three tools are well-scoped for a gateway to a large external API catalog. Each tool has a distinct and necessary role, with no redundant operations.

    Completeness4/5

    The search, describe, and fetch surface covers the core workflow for using AKShare interfaces. A minor gap is the lack of pagination or a full interface listing, though the search tool tells agents to refine keywords instead.

    Maintenance

    ActivityMaintained
    ResponsivenessSlow