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Cubiczan

Cubiczan MCP Server

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by Cubiczan
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Python
Remote

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.

Related MCP server: AgentPay

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

  1. Open Off Grid → Settings → Remote Servers → Add Server

  2. Enter http://<host>:8080 as the endpoint

  3. Enter your Cubiczan API key

  4. The model cubiczan-agent will appear in your model list

  5. Enable tool calling in chat settings

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityStale
ResponsivenessNo issues

Resources

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