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Forgetful

by ScottRBK
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Python
Hybrid

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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

    A3.5/5.0

    Scored across 3 tools

    Disambiguation3/5

    The three exposed tools have clear names, but discover already returns enough detail to call tools without how_to_use, and execute's description embeds a large quick-start guide, so documentation and execution boundaries are blurred. The buried catalog also contains several similar retrieval verbs (query_memory, get_memory, get_recent_memories) that rely on descriptions to separate.

    Naming Consistency4/5

    Names follow a consistent snake_case verb-first pattern with a forgetful_tool(s) suffix: discover_forgetful_tools, how_to_use_forgetful_tool, execute_forgetful_tool. Minor inconsistency is plural vs singular and the multi-word phrasal verb how_to_use, but the pattern is predictable.

    Tool Count3/5

    Three exposed tools is thin for a system that claims dozens of operations across seven categories, although the discover+execute pattern intentionally compresses the surface. This pushes a huge catalog and examples into descriptions, making the count feel less like 3 well-chosen tools and more like one mega-dispatcher plus helpers.

    Completeness4/5

    The catalog covers CRUD for projects, documents, code artifacts, and entities, plus semantic memory search, linking, relationships, and provenance, so the underlying domain is broadly covered. Gaps include no hard-delete memory (only mark obsolete) and no general filtered list of all memories beyond recent/query, but these are workable.

    Maintenance

    ActivityMaintained
    ResponsivenessWithin a week

    Resources