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Leeroo-AI

Leeroopedia MCP Server

Official
by Leeroo-AI

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    TDQS

    A3.9/5.0

    Scored across 8 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: get_page vs search_knowledge vs query_hyperparameter_priors separate retrieval modes, and build_plan/review_plan/verify_code_math/diagnose_failure cover distinct lifecycle stages. However, propose_hypothesis overlaps noticeably with build_plan (both suggest approaches/implementation steps), and query_hyperparameter_priors can be confused with search_knowledge for config lookups.

    Naming Consistency5/5

    All eight tools use consistent snake_case verb_noun patterns (query_hyperparameter_priors, search_knowledge, build_plan, review_plan, verify_code_math, diagnose_failure, propose_hypothesis). get_page is the only noun-first name but is a common idiom and still clearly readable.

    Tool Count5/5

    Eight tools is well within the ideal 3-15 range and each maps to a distinct KB-backed capability (search, retrieve, plan, review, verify, diagnose, propose, config lookup). No tool feels redundant or padded.

    Completeness4/5

    The surface covers the full dev lifecycle from retrieval through planning, review, verification, and diagnosis, which matches the stated KB-assistant purpose well. A minor gap is the absence of any discovery/index tool to browse or enumerate available page IDs, leaving get_page dependent on citations from other tools.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues