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How to share one structured brain with several agents with Open Index

Run Open Index with Docker so multiple agents query the same brain through its MCP server.

Who it is forA team running several agents that must agree on the same facts.

The problemEach agent keeps its own drifting copy of domain knowledge.

The outcomeOne shared, deterministic memory layer for all agents.

What you need first

  • Python
  • Docker optionally, for a shared brain

Steps

  1. Install the MCP server extra with the all install
  2. Start the shared deployment with docker compose --profile sqlite up
  3. Connect each agent to the MCP server
  4. Ask two agents the same question and compare answers

Prompt for your agent

Deploy DrDroidLab/open-index with `docker compose --profile sqlite up`, connect it to <agent>, and query the entity <name>. Confirm the answer matches the stored entity JSON.

Caveat. Connectors that pull entities from other systems are optional scripts you write yourself.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for DrDroidLab/open-index and "Share one structured brain with several agents"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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