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ritam003-roy

FinResearch MCP

by ritam003-roy
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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

    B3.2/5.0

    Scored across 24 tools

    Disambiguation4/5

    Most tools have distinct purposes (e.g., calculate_cagr vs calculate_dcf_valuation), but some overlap exists: get_financial_fact, get_company_financials, and get_sec_company_facts all retrieve SEC financial data, and analyze_company, ai_analyze_company, and get_dashboard_data produce overlapping analytical outputs. Descriptions help but boundaries could be clearer.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case (calculate_*, get_*, run_*, analyze_*, compare_*, index_*, search_*, export_*). There are minor prefixes like 'ai_' and suffixes like '_rag', but they are applied consistently and do not break the overall convention.

    Tool Count4/5

    With 24 tools, the server is on the high end of the typical range, but the count is justified by the comprehensive scope covering financial data retrieval, ratio analysis, valuation models, portfolio analytics, market data, reporting, and RAG-based search. Each tool addresses a distinct need, though the set could be slightly consolidated.

    Completeness4/5

    The tool surface covers the full financial research workflow: fetching SEC data, calculating metrics and valuations, running sensitivity analysis, comparing companies, analyzing portfolios, retrieving market data, and exporting reports. Missing a direct tool for listing filings or comparing against industry benchmarks, but these are minor gaps that can be worked around with existing tools.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources