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akiojin

Model Hub MCP

by akiojin
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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

    B3/5.0

    Scored across 3 tools

    Disambiguation2/5

    The tools 'list_all_models' and 'list_models' have overlapping purposes that could cause confusion, as both involve listing models with only a subtle distinction (all providers vs. specific provider). The 'get_model' tool is distinct, but the ambiguity between the two listing tools is significant enough to risk misselection by an agent.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (get_model, list_all_models, list_models), using snake_case throughout. The naming is predictable and readable, with no deviations in style or convention.

    Tool Count3/5

    With only 3 tools, the server feels thin for a 'Model Hub' domain, which might involve more operations like uploading, updating, or deleting models. While the count is not extreme, it borders on being under-scoped for the apparent purpose.

    Completeness2/5

    The tool surface is significantly incomplete for a model hub domain. There are no tools for creating, updating, or deleting models, and no operations for managing providers or configurations. This leaves obvious gaps that could cause agent failures in common workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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