Concept Activation Network Server

Example Use Cases

• 1

  Generate creative or associative responses by exploring many conceptual connections in parallel rather than following a linear chain of thought.

• 2

  Model and analyze emergent concept clusters and activation dynamics to identify high-level patterns or hypotheses from a concept network.

• 3

  An MCP-compatible service to manage sessions, add/remove concepts and connections, run activation iterations, and retrieve activation histories for integration with tools like Claude Desktop.

Description

The CAN MCP Server represents knowledge as a network of concept nodes and weighted connections, then simulates parallel activation spreading until stable patterns emerge. It exposes MCP tools for session and concept management, activation parameter configuration, iterative spreading, and analysis (top concepts, emergent clusters, activation history). The server is designed to integrate with agents (for example Claude Desktop) to enable associative, multi-perspective, and creative problem solving instead of purely sequential reasoning.