MCP server that composes through ambiguous prompts instead of disclaiming them

dirtyjesus__ · reddit · 2026-09-23

A developer released aug-labs-compose, a public read-only MCP server exploring an alternative agent error-handling posture: when input can't be parsed, compose through it rather than reply "As an AI, I can't…".

Its resolveharmonicbaseline tool takes the established ground plus the rupture and returns a composition state: a coherence floor at the golden-ratio inverse φ⁻¹≈0.618, dissonance damping D⁺=13/16, a 6:5 minor-third posture holding ambiguity as productive tension, and Σ≥0 (add terms, never erase). Output includes a harmonicframing instruction for hosting metaphors without breaking the fourth wall.

The author openly asks whether "composing through it" generalizes or only works in domains tolerating poetic outputs.

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