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thesma-dev

Thesma MCP Server

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by thesma-dev
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Python
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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

    A3.6/5.0

    Scored across 60 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes with detailed descriptions, and the get/search/compare/explore prefixes help differentiate. However, composite tools like get_company that can include financials and ratios overlap with dedicated endpoints (get_financials, get_ratios), and search_companies vs screen_companies could cause misselection. The high volume of similar geographic lending/unemployment tools makes boundaries less obvious.

    Naming Consistency4/5

    Tool names predominantly follow a verb_noun pattern (get_, search_, compare_, explore_, list_, create_, update_, delete_) with consistent snake_case. Minor deviations exist: get_lender/get_lenders singular vs plural, get_financial_metric vs get_ratio_history naming inconsistency, and get_census_place_metrics vs get_census_place_metric_series.

    Tool Count1/5

    60 tools is far beyond the typical well-scoped MCP server, making it overwhelming and difficult for an agent to navigate. While each tool may serve a purpose, the sheer volume violates the expected 3-15 range and falls into the extreme category.

    Completeness4/5

    The server provides comprehensive coverage across BLS, Census, SEC company data, SBA lending, and webhooks. Each domain has lifecycle/query tools (search, get, compare, explore, CRUD for webhooks). Minor gaps exist, such as no direct state-level QCEW employment/wages tool, but overall the surface is fairly complete for its stated multi-source purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources