sorrell-engine-mcp

"Current AI agents are tourists. The Sorrell Engine is a citizen."

Browser-native neural operating system and Tiny Model Swarm built for the OpenAI WebMCP Challenge 2026. Exposed as a Model Context Protocol (MCP) server for AI coding agents and an instant CLI via npx.

Architecture: Tiny Model Swarm (<3GB Footprint)

• Router (SecureBERT, 149M params): Sub-10ms intent classification and specialist dispatch.
• Code Specialist (Qwen-1.5B): Generates production code, component layouts, and full applications.
• Logic Specialist (Gemma-2B): Deconstructs high-level objectives into deterministic sequential stages.

Quick Start via NPX

Run directly without installation:

# Classify intent in <10ms
npx sorrell-engine-mcp classify "Build a Bitcoin vs Gold real-time price dashboard"

# Synthesize a complete web application bundle
npx sorrell-engine-mcp build "Bitcoin vs Gold price dashboard"

# Generate code
npx sorrell-engine-mcp code "FIFO queue with atomic fcntl lock in Python"

Setup as an MCP Server

Add to your AI agent configuration (Claude Desktop, Cursor, Antigravity):

{
  "mcpServers": {
    "sorrell-engine": {
      "command": "npx",
      "args": ["-y", "sorrell-engine-mcp"]
    }
  }
}

Tools Exposed

| Tool | Parameters | Description | |---|---|---| | classify_intent | input: string | Sub-10ms SecureBERT intent classification routing to specialist models. | | build_application | description: string, framework?: string | Synthesizes full applications into clean HTML/CSS/JS bundles. | | generate_component | componentType: string, data?: string | Synthesizes modular UI components with state bindings. | | analyze_data | data: string, question?: string | Analyzes CSV/JSON datasets, distributions, and flags outlier anomalies. | | write_code | requirement: string, language?: string | Generates verified code with companion unit test assertions. | | swarm_plan | goal: string | Deconstructs multi-step objectives into structured execution stages. |

License

PolyForm Noncommercial License 1.0.0 Required Notice: Copyright SignalCore Inc. and Bastion Fold LLC Required Notice: Commercial licensing: [email protected]