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tanmaymish

MarketPulse MCP

by tanmaymish
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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

    B3.4/5.0

    Scored across 95 tools

    Disambiguation2/5

    Many tools overlap significantly: multiple quote tools (nse_quote, stock_quote, live_quote, fyers_live_quote, icici_live_quote), multiple portfolio analyzers (portfolio_analysis, analyze_portfolio), and multiple pledge/insider tools. The boundaries between get_stock_brief and get_stock_debate, or dividend_history and dividend_history_deep, are unclear. An agent would struggle to pick the right tool for a given task.

    Naming Consistency3/5

    Most tools use snake_case, but the prefix patterns are inconsistent: some start with nse_, some with stock_, some with get_, some with calculate_, etc. The verb-noun structure is not consistently applied (e.g., 'nse_quote' vs 'get_nifty_outlook'). While readable, the naming lacks a predictable scheme.

    Tool Count1/5

    With 95 tools, this server is extremely bloated. Even for a comprehensive market data platform, 95 tools exceeds any reasonable scope by a wide margin. Many tools are redundant or overly granular, making the surface area unmanageable.

    Completeness4/5

    The server covers an extensive domain: quotes, historical data, fundamentals, options, portfolio analysis, tax, macro indicators, and even sentiment signals. Minor gaps exist, such as no direct trade execution or more exotic asset classes, but for its apparent purpose of Indian market analysis, coverage is thorough.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources