Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks (role, context, objective, constraints, examples, etc.) and recompiles them into Claude-optimized XML. Exposes decompose_prompt and compile_prompt tools.
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Scored across 3 tools
Each tool has a unique role: decompose_prompt converts raw text to structured blocks, compile_prompt converts blocks to XML, and list_block_types provides reference metadata. No two tools serve the same function.
All tool names follow a clear verb_noun pattern with snake_case: compile_prompt, decompose_prompt, list_block_types. The verbs are distinct and descriptive.
With three tools, the server covers the essential workflow of decomposition, compilation, and type reference without redundancy. This is an appropriately scoped toolkit for a focused purpose.
The toolkit provides the full pipeline from raw prompt to compiled XML, plus the necessary reference for known block types. There are no obvious missing operations for the intended workflow.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
compile_promptdecompose_promptlist_block_types
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