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@selibiks/bubble-mcp

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    TDQS

    A4.1/5.0

    Scored across 20 tools

    Disambiguation4/5

    Most tools have clear, distinct purposes. Some overlap exists between schema retrieval tools (get_schema, schema_summary, export_schema) and record analysis tools (field_usage, record_validator, find_orphans), but descriptions clarify format and intent. bubble_search and bubble_search_all are related but differentiated by pagination behavior.

    Naming Consistency5/5

    All tools follow the consistent pattern 'bubble_<verb>_<noun>' (e.g., bubble_get_schema, bubble_privacy_audit, bubble_suggest_indexes). Verbs are descriptive and nouns are domain-specific. No mixed conventions or irregular forms.

    Tool Count4/5

    20 tools is on the higher end but justified for a comprehensive Bubble.io management server covering schema analysis, data operations, validation, and audits. Each tool addresses a distinct aspect of the platform, so the count feels reasonable rather than bloated.

    Completeness4/5

    The toolset covers schema retrieval, data reading, validation, migration planning, performance analysis, and auditing. Missing CRUD operations (create/update/delete) for data objects, but the server's focus appears to be analysis and schema management, not data mutation. The coverage is largely complete for that stated purpose.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources