"author:leocelis" matching MCP servers:

• IVD

  leocelis

  A

  license

  -

  quality

  A

  maintenance

  Enables intent-verified development by writing structured intents with constraints and tests, then verifying implementations against them to reduce AI hallucinations.

  Last updated 2026-07-22

  1

  MIT

• Horizon Fidelity Monitor

  leocelis

  A

  license

  -

  quality

  C

  maintenance

  Real-time conversation health monitor for AI agents that tracks structural dynamics like semantic drift and information gain using deterministic arithmetic, without calling an LLM.

  Last updated 2026-07-19

  MIT