wardinal
@wheattoast11
our repos contain many tools to fully decode LLM black boxes // we now design autonomous chemical, materials, biomed engineers that continuously discover/invent
11
Published Tools
78
Total Stars
119
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12
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80
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Published Tools
4 MCP Servers4 Skills3 Agentsacross 5 categorieswheattoast11
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite database on the fly in web assembly. Includes semantic + hybrid search, SQL execution, semaphores, prompts/resources and more
...morehttps://github.com/wheattoast11/mcp-video-gen
Intuition Labs LLC
Intelligent AI task orchestration for applications
CARL (Coherence-Aware Reinforcement Learning) — information-theoretic reward signals for LLM training via token-level probability distributions
...morewheattoast11
Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.
...morewheattoast11
Ultra-lightweight semantic embeddings for event graphs. Browser-first with swappable providers.
wheattoast11
Language-first event graph system. Extract relationships from text, find patterns, and navigate event chains.
wheattoast11
Secure primitives for autonomous systems. Kuramoto coherence, thermodynamic routing, capability-based security, encrypted vault, session persistence, multi-model mesh, protocol interop. Built by systems intelligence.
...morewheattoast11
Production MCP server for multi-agent AI research with OpenRouter
wheattoast11
A simulated advanced multi-agent chatbot UI
wheattoast11
Multi-agent orchestration SDK with built-in coherence metrics