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PyEye 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

    A3.9/5.0

    Scored across 25 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose, from dependency analysis to framework-specific finders and structural queries. Even similar-sounding tools like 'expand' and 'outline' are precisely differentiated by their descriptions (single-hop vs full skeleton). The deprecated tools are noted but do not cause confusion.

    Naming Consistency4/5

    Tools predominantly use underscore_case and descriptive verb-noun patterns (e.g., find_*, get_*, trace_*). However, there is some variation: single verbs like 'expand' and 'inspect' coexist with 'find_blueprints' and 'get_model_schema'. The consistency is high but not perfect, with no mixed casing.

    Tool Count4/5

    25 tools is on the higher side but well-scoped for a comprehensive Python code analysis server covering dependency, symbol resolution, structural queries, and framework-specific finders (Flask, Pydantic). The count feels justified given the breadth of functionality, though a slight reduction could improve coherence.

    Completeness4/5

    The tool set covers a wide range of analysis needs: dependency mapping, symbol resolution, structural inspection, multihop traversal, and framework-specific queries. The presence of deprecated tools (analyze_dependencies, get_call_hierarchy) indicates API transition, but the current surface is largely complete for the domain. Minor gaps exist (e.g., no tool for runtime-injected members beyond static analysis limits).

    Maintenance

    ActivitySlowing
    ResponsivenessResponsive

    Resources