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flompt

Server Details

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.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Available Tools

3 tools
compile_promptInspect
Compile a list of blocks into a Claude-optimized structured XML prompt.

Takes the JSON returned by decompose_prompt (or manually crafted blocks)
and produces a ready-to-use XML prompt with a token estimate.

Args:
    blocks_json: JSON-stringified list of blocks.
                 Each block: {"type": "role|objective|...", "content": "...",
                              "label": "...", "description": "...", "summary": ""}

Returns:
    The compiled XML prompt with token estimate.
ParametersJSON Schema
NameRequiredDescriptionDefault
blocks_jsonYes
decompose_promptInspect
Decompose a raw prompt into structured blocks (role, objective, context, constraints, etc.).

Uses AI (Claude/OpenAI) if an API key is configured on the server, otherwise
falls back to keyword-based heuristic analysis.
Returns a JSON list of blocks ready to edit or pass to compile_prompt.

Args:
    prompt: The raw prompt string to decompose.

Returns:
    A summary of extracted blocks + the full JSON to pass to compile_prompt.
ParametersJSON Schema
NameRequiredDescriptionDefault
promptYes
list_block_typesInspect
List all available block types in flompt with their descriptions.

Useful to know which types to use when manually crafting blocks
to pass to compile_prompt.

Returns:
    Description of each block type and the recommended canonical ordering.
ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

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