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.
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
Related MCP server: Soul Crystal MCP
GET /.well-known/mcp.json
POST /v1/break-attention
This server cannot be installed
Persistent AI entity framework with causal memory, emotional state, and identity.
InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.
Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.
