# Attention Unclogger (3D Bitspace Phase-Shift MCP Node)

A deterministic, Non-Transformer algorithmic state-reset node for Large Language Models (LLMs).

When LLMs experience **contextual fixation, local minima hallucination, or attention loops**, standard sampling often fails to break the pattern. This MCP tool calculates a 3D bitspace topological rotation based on Beethoven's Sonata form (Pastoral 6/8 dynamics) to generate non-linear, structurally sound semantic phase-shifts that restore attention flexibility.

## Features
- **Non-Transformer Logic:** Computes Top-K Euclidean vector distances outside the Transformer attention mechanism.
- **Dynamic Randomization:** Same anchor seed yields distinct non-linear divergence pathways every invocation.
- **x402 Protocol Native:** Built-in micro-payment capability (0.01 USDC / execution) for AI-to-AI (A2A) autonomous environments.

https://break_attention_fixation.my-agent-api.workers.dev
## MCP Endpoint
`GET /.well-known/mcp.json`
`POST /v1/break-attention`