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kevynf

AKBridge MCP Server

by kevynf
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Python
Hybrid

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Alternatives to AKBridge MCP Server

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    Related Servers

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    • ak-mcp

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    • a-stock-data-mcp

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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

    C2.4/5.0

    Scored across 1093 tools

    Disambiguation1/5

    With 1093 tools, many cover the same underlying data from different sources (e.g., stock_zh_a_spot, stock_zh_a_spot_em, stock_zh_a_spot_tx), and several tools share nearly identical descriptions and URLs (e.g., the 财新 index family and the get_qhkc_fund_* group), making misselection very likely. An agent would struggle to determine which of dozens of overlapping variants is appropriate.

    Naming Consistency3/5

    Most tools follow a domain_prefix_asset_type_source snake_case pattern (e.g., stock_zh_a_hist_em, fund_etf_spot_em), which is readable. However, there are notable deviations such as get_cffex_daily, match_main_contract, rv_from_futures_zh_minute_sina, and non-prefixed names like nlp_answer, making the pattern only roughly consistent.

    Tool Count1/5

    1093 tools is an extreme mismatch for a coherent MCP server; even a broad financial data API becomes unwieldy and effectively impossible for an agent to navigate. The count far exceeds any reasonable tool surface and should be consolidated or namespaced.

    Completeness4/5

    The tool surface is remarkably comprehensive across stocks, funds, futures, bonds, FX, crypto, and macro data, with very few missing data categories. However, a handful of endpoints are marked as no-data or deprecated, and the lack of a clear overall domain boundary creates minor dead ends, so it falls short of perfect.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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