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Practitioner Knowledge MCP

by econmatrix007
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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

    A3.7/5.0

    Scored across 8 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: idea-level CRUD/stats/search/list versus framework-level retrieval/list. The only possible overlap between list_ideas and search_ideas is resolved by descriptions emphasizing filtered listing versus full-text ranked search. Agents should not confuse these tools.

    Naming Consistency4/5

    Most names follow a predictable verb_noun snake_case pattern (get_idea, store_idea, update_idea, search_ideas, list_ideas, get_framework, list_frameworks). The only deviation is idea_stats, which uses noun_stats instead of a verb-first pattern, but it remains readable and consistent with snake_case.

    Tool Count5/5

    Eight tools is well-scoped for a practitioner knowledge base covering ideas and frameworks. Each tool earns its place by handling a distinct operation without excessive fragmentation.

    Completeness4/5

    The idea lifecycle covers create, read, update, list, search, and stats, which supports core workflows. A delete_idea operation is missing, and frameworks are read-only, but these are minor gaps given the likely reference-data nature of frameworks.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources