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Scored across 7 tools
Each tool has a clearly distinct purpose: memory management (delete, list, save), data retrieval (fetch_data), artifact pagination (get_artifact_page), brand context (list_brands), and transformation (transform). No two tools overlap in functionality.
Most tools follow a verb_noun pattern (delete_memory, fetch_data, get_artifact_page, list_brands, list_memories, save_memory), but 'transform' is just a verb without a noun, a minor deviation. The style is otherwise consistent.
7 tools is well within the ideal range for a focused server. Each tool is necessary and contributes to a coherent workflow—no redundant or trivial tools.
The tool surface covers the core workflow: brand selection, memory context, data fetching, pagination, and transformation. Missing write-back or refresh capabilities, but the server appears read-only and analysis-focused, so no critical gaps.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
delete_memoryfetch_dataget_artifact_pagelist_brandslist_memoriessave_memorytransform
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