Build your own Open Brain
AI agents start from zero every time. An Open Brain gives them a shared memory that remembers your business — and gets smarter with every tool you run.
Data verified: June 2026
What is an Open Brain?
Nate B. Jones described the concept in 2026: AI agents should share a structured, growing memory — not a chat log, but something they can actually look things up in to make better decisions.
The problem it solves
Knowledge dies in chat logs. An Open Brain remembers what matters once and lets any agent you connect read it — no more explaining your domain, industry and competitors over and over.
Build your own
Four building blocks: a place to store thoughts (database), embeddings for meaning-based search, chunking for long content, and an MCP server as the glue connecting Claude Desktop, Windsurf and ChatGPT to the brain.
Or skip the build
NordicPulse is the ready-made, team-ready, EU-compliant Open Brain: 450+ tools write insights in automatically, and a single MCP key connects it to Claude Desktop.
How to build an Open Brain
Four building blocks from empty database to shared agent memory.
- Store the thoughts — Set up a database with one row per thought — text, timestamp and a little metadata.
- Add embeddings — Embed each thought so you can search by meaning, not just keywords.
- Chunk long content — Split reports and articles into sections, each embedded on its own for precise hits.
- Connect via MCP — Run an MCP server so Claude Desktop and Windsurf can read and write to the brain.
Frequently asked questions
- Who invented the Open Brain concept?
- Nate B. Jones described and popularized Open Brain in 2026 as a shared, growing memory for AI agents. This guide credits him and adds our practical spin: how to connect the brain to Claude Desktop and Windsurf via MCP.
- Do I need to code to build one?
- To build one yourself you need some comfort with databases, embeddings and an MCP server. If you would rather skip that, NordicPulse gives you a ready-made brain with no setup.
- How is an Open Brain different from normal chatbot memory?
- Chatbot memory is locked to one vendor and one conversation thread. An Open Brain is shared across all your AIs via MCP, and searchable by meaning — not just the last thing you said.
- How do I connect NordicPulse to Claude Desktop?
- You generate an MCP key in settings, paste it into the Claude Desktop config, and you are running. The full recipe lives in the MCP integration guide.
See how NordicPulse does this for you