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Universal Creativity MCP

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    • A
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      D
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      Enables evolutionary idea generation using genetic algorithms with LLM workers, multi-objective fitness evaluation, and advanced genetic operations.
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    • A
      license
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      quality
      B
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      Free, deterministic, theory-traceable computational-creativity framework that generates, develops, contrasts, evaluates, and synthesizes structured creative ideas through MCP, with no accounts, database, or model inference.
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    • A
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      Enables AI coding agents to run a specification-first workflow through MCP tools: Socratic interview, immutable seed specification, execution, staged evaluation, and evolutionary loops. This helps turn vague ideas into verified, working codebases across multiple runtimes.
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    • A
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      quality
      C
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      Utilizes the Google Gemini API to generate context-specific categories and diverse options for creative brainstorming. It features a random sampling function to help users bypass predictable AI patterns and discover unexpected, innovative ideas.
      30 npm
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables LLM editors and agents to run structured dialectical reasoning — thesis, antithesis, and synthesis — plus a player-coach autocoding loop where an independent verifier checks code against requirements. Exposes tools for single-shot or multi-phase workflows, session persistence, and optional coach backends grounded in web search.
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    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI coding agents to run a specification-first workflow with Socratic interviews, immutable seed specs, staged evaluation gates, and persistent evolutionary loops across multiple runtimes.
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    TDQS

    A3.7/5.0

    Scored across 4 tools

    Disambiguation4/5

    Each tool targets a distinct creative operation: generation from scratch, expansion of one concept, mutation of an existing proposal, and cross-combination of two concepts. Descriptions clarify boundaries, though generate/expand/mutate all produce variants and may still be confused without careful reading.

    Naming Consistency5/5

    All tools use the same snake_case creative_ prefix followed by a concise verb (generate, expand, mutate, cross). The pattern is predictable and consistent throughout.

    Tool Count5/5

    Four tools are well-scoped for a creativity ideation server, with each operation covering a distinct conceptual move. The count is neither bloated nor too thin.

    Completeness4/5

    The surface covers core generative moves—create, expand, mutate, recombine—for open-ended ideation. It lacks explicit evaluation/selection or refinement tools, but the descriptions intentionally frame the server as generative rather than ranking/selecting, so this is a minor gap.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues