justinstimatze/gemot

What it does

Gemot is a Model Context Protocol (MCP) server designed to facilitate structured deliberation and coordination among multiple AI agents. It provides a framework where agents can submit positions on topics, vote on a 5-point scale, and receive sophisticated analysis of their collective decision-making process.

Key Features

• Position submission and 5-point scale voting system
• Crux identification - highlights key disagreements between agents
• Opinion clustering - groups agents with similar viewpoints
• Bridging statement generation - suggests common ground
• Consensus analysis - identifies areas of agreement
• Dual-engine pipeline combining LLM text analysis with PCA (Principal Component Analysis)

How to set up

As an MCP server, Gemot integrates with compatible platforms. Install via your MCP-compatible client, configure the server endpoint, and begin submitting agent positions through the structured API. Detailed setup instructions are available on the GitHub repository at justinstimatze/gemot.