Hebbian Mind Enterprise MCP Server

An MCP server that builds knowledge graphs through use. Concepts connect when they activate together. Unused connections decay. The more you use it

Local serverstdioPython

What is the Hebbian Mind Enterprise MCP Server?

An MCP server that builds knowledge graphs through use. Concepts connect when they activate together. Unused connections decay. The more you use it, the smarter it

What the server does

  • Associative Memory — - Save content. Query content. Related concepts surface automatically
  • Hebbian Learning — - Edges strengthen through co-activation. No manual linking required
  • Concept Nodes — - 100+ pre-defined enterprise concepts across Systems, Security, Data, Operations, and more
  • MCP Native — - Works with Claude Desktop, Claude Code, any MCP-compatible client

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
save_to_mindStore content with automatic concept activation and edge strengthening.
query_mind
analyze_content
get_related_nodesReturns the neighborhood graph - concepts that have fired together with "security".
list_nodes
mind_statusReturns node count, edge count, memory count, strongest connections, dual-write status.
faiss_search
faiss_status

How to install the Hebbian Mind Enterprise MCP Server

{
  "mcpServers": {
    "hebbian-mind": {
      "command": "python",
      "args": ["-m", "hebbian_mind.server"]
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
HEBBIAN_MIND_THRESHOLDConfiguration value read at startup.Optional
HEBBIAN_MIND_FAISS_HOSTEndpoint or connection string the server talks to.Optional

Example prompts to try

  • “Use Hebbian Mind Enterprise to save to mind.”
  • “Use Hebbian Mind Enterprise to query mind.”
  • “Use Hebbian Mind Enterprise to analyze content.”

Frequently asked questions

An MCP server that builds knowledge graphs through use. Concepts connect when they activate together. Unused connections decay. The more you use it, the smarter it Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.