README

Cubiczan MCP Server

Connect your Off Grid mobile app to Cubiczan's multi-agent intelligence.

What it does

Exposes Cubiczan's agent orchestration capabilities (CHP consensus, multi-agent workflows, stigmergic coordination) as an OpenAI-compatible API endpoint that Off Grid phones discover via LAN or connect to manually.

Quick Start

pip install -r requirements.txt
export CUBICZAN_API_KEY="your-key"
python server.py

The server starts on 0.0.0.0:8080 and implements the OpenAI /v1/chat/completions endpoint.

How it works

Off Grid Client	Cubiczan MCP Server
Remote LLM Server (OpenAI-compatible)	FastAPI serving `/v1/models` + `/v1/chat/completions`
Tool calling enabled	Returns function calls for Cubiczan agents
LAN discovery (port 8080)	Responds to HTTP probes on /v1/models
Secure keychain API key storage	Validates API key from Authorization header

Available Tools

The server exposes Cubiczan's agent capabilities as OpenAI function tools:

cubiczan_analyze — Run multi-agent analysis on a problem
cubiczan_consensus — Run CHP governance consensus on a proposal
cubiczan_swarm — Deploy a stigmergic swarm for continuous monitoring
cubiczan_search — Search Cubiczan knowledge base
web_search — Real web search
read_url — Fetch and summarize a URL

Adding to Off Grid

Open Off Grid → Settings → Remote Servers → Add Server
Enter http://<host>:8080 as the endpoint
Enter your Cubiczan API key
The model cubiczan-agent will appear in your model list
Enable tool calling in chat settings

Cubiczan MCP Server

README

Cubiczan MCP Server

What it does

Quick Start

How it works

Available Tools

Adding to Off Grid

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