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mmar-mcp-server

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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

    A3.7/5.0

    Scored across 62 tools

    Disambiguation5/5

    Every tool targets a distinct resource-action pair, with detailed descriptions that differentiate even similar operations like getting the 'from' vs 'to' role of a relationclass instance. There is no ambiguity between tools.

    Naming Consistency5/5

    All tools follow a consistent `mmar_` prefix with snake_case verb_noun naming (e.g., `mmar_create_class`, `mmar_get_scene_instance`). Verbs are used predictably: `list` for collections, `get` for individual items, and `create`/`update`/`delete` for mutations.

    Tool Count2/5

    62 tools is far beyond the typical MCP scope, making the surface unwieldy. While the domain is complex, the count is excessive and could likely be consolidated by grouping related operations or using parameterized actions.

    Completeness3/5

    The tool set covers most CRUD operations for both metamodel and instance levels, but notable gaps exist: there is no way to delete a meta-attribute, a role, or a port. These missing operations could hinder agents trying to fully modify a metamodel.

    Maintenance

    ActivityNo data
    ResponsivenessNo issues

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