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deepnets

by scifantastic
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    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

    B3.1/5.0

    Scored across 16 tools

    Disambiguation2/5

    holder_analysis is explicitly an alias of token_details, creating an exact duplicate that will cause tool misselection. Additionally, token_holder_graph, network_details, network_details_wallets, and wallet_details_children have subtle boundary distinctions around funding networks and wallet relationships.

    Naming Consistency4/5

    Most tools follow a predictable snake_case noun-phrase pattern grouped by entity (token_, network_, wallet_). Minor deviations like holder_analysis instead of token_holder_details and network_details_wallets instead of network_wallets break the pattern slightly.

    Tool Count3/5

    At 16 tools the surface is slightly heavy, and holder_analysis is a redundant alias that inflates the count. The remaining tools are individually relevant to the token-research domain, so the count is only borderline rather than excessive.

    Completeness5/5

    The toolset covers the core token research workflow comprehensively: stats, current and historical safety, holder and network breakdowns, wallet attribution, vesting/staking, social research, and token lists. There are no obvious dead ends or major missing operations for a read-only analytics server.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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