> ## Content Index > Fetch the complete content index at: https://www.tao.media/llms.txt > Use this file to discover other available public pages before exploring further. # How to Build an AI Brain With Notion: Shared Memory and Skills for ChatGPT, Claude and Other Agents - URL: https://www.tao.media/how-to-build-an-ai-brain-with-notion-shared-memory-and-skills-for-chatgpt-claude-and-other-agents/ - Published: 2026-11-06T01:15:37.000Z - Updated: 2026-11-06T01:15:38.000Z - Description: Notion's setup prompt turns your workspace into shared memory and a shared Skills library for ChatGPT, Claude and other MCP agents. Here is how to set it up and what to watch for. - Author: Tristan Hillerich - Tags: Notion, AI, Educational Notion says AI agents can now share one workspace-based brain instead of rebuilding context from scratch in every app. Connect each agent to Notion MCP, run Notion's setup prompt, and let the agent save durable context in Notion. The result is a shared system for preferences, project knowledge, reusable Skills, and work artifacts that can move between ChatGPT, Claude, Muse, GrokBot and other MCP-compatible agents. This guide explains how Notion says the setup works, what gets created in your workspace, how to connect common agents, and what limits to understand before treating Notion as shared memory for your AI tools. 0:00 /0:36 1× Shared agent brain in Notion | [Notion (X)](https://x.com/NotionHQ/status/2118059335930744999?ref=tao.media) ## What Is Notion's Shared AI Brain? Notion's shared AI brain is a workspace-based context system for agents. In Notion's launch post, the company said ChatGPT, Claude, Muse and Bot can save what they learn to the same memory and use the same Skills in Notion, creating what Notion called "one shared brain" for agents. Under the hood, the system depends on Notion MCP, Notion's hosted Model Context Protocol server. Notion describes MCP as a bridge that lets AI apps such as Claude, ChatGPT and Cursor read from and write to Notion pages in real time. Most AI agents are still isolated. A preference you teach Claude does not automatically help ChatGPT. A workflow you refine in a coding agent may not be available in a research assistant. Notion's approach is to make the workspace the durable context layer: the place where agents store important decisions, operating instructions, project references and reusable Skills. This does not mean every agent suddenly knows everything in your workspace. Notion says MCP-connected tools act with your existing Notion permissions, and Memories do not give an agent access to anything you could not already access. ## How Notion MCP Makes Shared Agent Memory Work Notion MCP gives compatible AI apps a standard way to connect to Notion. Once connected and authorized, an agent can read and update content the user can access in the [selected workspace](https://developers.notion.com/guides/mcp/get-started-with-mcp?ref=tao.media). The shared brain setup adds a behavior layer on top of that connection. Notion's setup prompt teaches the agent to check Notion for relevant context, save useful work back to Notion, and remember important preferences from chat to chat. The system has three main pieces. | Piece | What It Does | Why It Matters | | --------------------- | ------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------- | | Agent Operating Guide | A private guide that tells future agents where context lives and how to use it | Gives every connected agent a starting point | | Memories | Private saved context about preferences, decisions, work, collaborators and important pages | Lets agents recall durable information across sessions | | Skills | Reusable instructions that teach agents how to perform repeatable work | Lets workflows move across agents instead of staying trapped in one app | The setup is portable. Notion says Memories can be read and written by AI tools connected through Notion MCP, so tools such as Claude Code, ChatGPT or Codex can add to the same Memories. ## What Gets Created In Notion? When you run Notion's setup prompt, the agent does not simply connect to the workspace and stop. It walks through a setup flow that can create or update several private resources, depending on which setup option you choose. ### Agent Operating Guide The [Agent Operating Guide](https://developers.notion.com/prompts/setup?ref=tao.media) is the most important part of the setup. Notion's prompt tells the agent to create a private guide that records the workspace, the locations of Memories, Skills and documents, user preferences, exclusions, and the setup version. Think of it as the orientation document for future agents. Instead of asking every new assistant to infer where things live, the guide gives it a verified map of the user's Notion context system. ### Private Memories Database Notion says Memories let an AI assistant save preferences, corrections and decisions in Notion, then recall them in later sessions across clients connected to the same Notion account and workspace. The memory layer is not meant to replace source material. A project plan, task database or product brief should still be treated as the current record. Memories are better for durable context: how you like reports structured, which project names matter, what decision a team made, or which collaborators usually own a workflow. Users can view saved Memories in `Settings` → `Notion AI` → `Memory`, where Notion provides access to the Memories database and About page. ### Shared Skills Library Skills are reusable instructions for AI agents. Notion describes Skills as a way to teach agents how your team works, and its Notion 3.8 release framed the feature as "Write a skill once. Use it with every agent." For example, a team might have a Skill for writing a weekly project update, preparing a customer meeting brief, formatting engineering release notes, or turning research into an editorial draft. Instead of manually pasting the instructions into every new tool, the Skill can live in Notion and be reused by compatible agents. Notion's developer docs list tools for creating, downloading, uploading and enabling Skills, including converting a page into a Skill and checking which Skills are enabled. ## How To Connect ChatGPT, Claude And Other Agents To Notion The setup starts the same way for every agent: connect the agent to Notion MCP, authorize the workspace, then run Notion's setup prompt. Notion says the easiest path is to find Notion in the AI assistant's connector or plugin library. Users can also open Notion and go to `Settings` → `Notion MCP` to browse the directory. If the assistant is not listed, Notion's developer docs say to add the hosted MCP server manually at `https://mcp.notion.com/mcp`, with `https://mcp.notion.com/sse` as an SSE fallback for clients that need it. ### How To Connect ChatGPT To Notion MCP For ChatGPT, Notion points users toward the ChatGPT connector or plugin flow. After the user authorizes Notion, the agent can follow Notion's setup prompt and provide custom instructions to add to ChatGPT's settings. Notion's help center lists the path as `Settings` → `Personalization` → `Custom Instructions` for ChatGPT. For OpenAI's Codex coding agent, Notion's developer docs give a manual MCP setup path: add the Notion MCP server URL to the Codex configuration and authenticate with `codex mcp login notion`. ### How To Connect Claude To Notion MCP For Claude, Notion says users can connect Claude Desktop or Claude.ai to their Notion workspace through the connector flow, then run the setup prompt. Notion lists Claude's custom-instruction path as `Settings` → `Account` → `Instructions for Claude`. That step matters because it tells future Claude chats to check the Agent Operating Guide and use the Notion context system rather than treating the setup as a one-time chat. For Claude Code, Notion's manual setup uses the command `claude mcp add --transport http notion https://mcp.notion.com/mcp`, followed by authentication through `/mcp` in Claude Code. ### How To Connect Muse, GrokBot Or Another Agent Notion names Muse and GrokBot in its MCP-related materials, but its public setup docs do not provide the same detailed, app-specific steps for every agent. For other agents, the safe approach is to first check whether the app supports an MCP connector or custom MCP server. If it does, use Notion's hosted server URL, authorize the workspace, and then paste Notion's setup prompt into a new chat. Notion's help center adds one specific caveat for GrokBot: because it does not have a lasting place to save instructions, users should share the Agent Operating Guide at the start of each new chat. ## How To Set Up Shared Memory And Skills In Notion After the agent is connected to Notion MCP, Notion's setup prompt offers a choice between a shared context layer and a basic setup. The shared context layer is the full version. It sets up the guide, saves Memories, stores work and makes Skills part of the Notion-based context system. Basic setup is lighter: it connects Notion and adds an operating guide that agents can check first, without saving the broader context layer. A typical setup flow looks like this. 1. Connect the agent to Notion MCP and complete OAuth. 2. Share Notion's setup prompt with the agent. 3. Choose the shared context layer or basic setup. 4. Let the agent create or update the private Agent Operating Guide. 5. Add the custom instructions to the AI app's settings. 6. If using the shared context layer, let the agent save appropriate Memories and Skills. 7. Open a new chat or another agent to test whether it can find and use the guide. Notion's prompt makes the agent ask before it creates or changes meaningful workspace content. The shared context option approves the private setup work described in the prompt, but agents should still avoid saving secrets, passwords, inaccessible content or entire chat transcripts. ![Five stories of teams getting more done with Notion MCP](https://storage.ghost.io/c/78/0b/780ba906-b1a7-4bf0-873c-bdd5c32e5331/content/images/2026/11/2026-11-03_How_four_lean_teams_get_more_done_thumbnail.png) Five stories of teams getting more done with Notion MCP | Notion ## Why Shared Memory Matters For AI Agents Shared memory changes the agent workflow from isolated sessions to cumulative context. Without a shared context layer, every tool tends to start from zero. You explain the project in ChatGPT, repeat the same background to Claude, rebuild instructions in a coding agent, and paste the same preferences into a research assistant. That may work for occasional use, but it becomes inefficient when AI tools are part of daily operations. With Notion as the context layer, the workspace becomes the source of continuity. One agent can save an important preference, another can read it later, and a third can reuse a Skill created from the same workflow. The user gets a more consistent starting point across tools, not an all-knowing agent. ## Limits, Privacy And Tradeoffs To Understand Notion's shared brain is useful, but it is not magic memory and it is not a permission bypass. First, connected agents act with the user's Notion permissions. Notion says MCP does not bypass existing permissions, and Memories do not grant access to content the user cannot already see. Second, Memories can be turned off. Workspace owners can disable Memories for the workspace, which stops Notion Agent and MCP-connected AI tools from saving or using them. Individual users can also turn off `Use memories` in `Settings` → `Notion AI` → `Memory`. Third, connecting MCP does not import another AI client's full chat history. Notion's developer docs say users should ask the assistant to remember context they want saved; the connection itself does not automatically migrate prior conversations. Fourth, Skills still depend on access. Sharing a Skill or Custom Agent does not automatically make it available to everyone. Teammates need the right access, and enabling a Skill changes the current user's settings rather than the whole team's settings. Finally, product availability can depend on the type of connection and workspace settings. Notion's developer docs say memory via MCP is available on all plans through user-backed connections when Memories are enabled for both the user and workspace, while Notion's help center says Memories are available wherever Notion AI is turned on, which is part of Business and Enterprise plans. ## Best Practices For Building An AI Brain In Notion The best shared AI brain is specific, permission-aware and easy for agents to navigate. Use clear page titles. Notion explicitly recommends descriptive page titles because AI apps rely on them to understand workspace structure. Keep Memories focused. A good memory captures one durable topic: a recurring preference, an important decision, a project fact, or a collaborator relationship. Avoid saving passwords, secrets, temporary small talk or anything that belongs in a live source document instead. Treat Skills as reusable workflows, not random notes. A Skill should teach an agent how to perform a repeatable task in a specific format. If the workflow changes, update the Skill at the source rather than pasting patched instructions into every agent. Review the Agent Operating Guide periodically. The guide is only useful if it points to the right places. If your workspace structure changes, update the guide so future agents do not follow stale paths. Start with personal workflows before expanding to team workflows. Notion's help center recommends beginning with single-player MCP use cases, where the permissions and expected behavior are easier to control. ![Clay quote on connecting every AI tool to Notion](https://storage.ghost.io/c/78/0b/780ba906-b1a7-4bf0-873c-bdd5c32e5331/content/images/2026/11/HWTZiDebEAAq7w4.png) Clay quote on connecting every AI tool to Notion | Notion ## Conclusion Notion's shared memory and Skills setup is an attempt to solve one of the most practical problems in AI adoption: every agent needs context, but users do not want to rebuild that context in every tool. By connecting agents through Notion MCP, creating an Agent Operating Guide, saving private Memories and storing reusable Skills in Notion, users can turn their workspace into a durable context layer for ChatGPT, Claude and other MCP-compatible agents. The setup still depends on permissions, app support, user approval and careful memory hygiene. But if it is configured well, Notion can become more than a place where agents write output. It can become the shared operating layer that helps multiple agents work from the same understanding. ## FAQs ### What Is Notion MCP? Notion MCP is Notion's hosted Model Context Protocol server. It lets compatible AI apps connect to Notion so they can read and update content the user can access in the selected workspace. ### How Do I Build An AI Brain With Notion? To build an AI brain with Notion, connect each agent to Notion MCP, run Notion's setup prompt, create an Agent Operating Guide, enable shared Memories, and save reusable Skills in Notion. The guide tells future agents where to find context, while Memories and Skills preserve useful knowledge across sessions. ### Can ChatGPT And Claude Share The Same Notion Memory? Notion says AI tools connected through Notion MCP can create and read the same private Memories for the same user and workspace, provided Memories are enabled and the tools have the appropriate user-backed connection. ### Where Are My Notion Agent Memories Stored? Notion says Memories are stored in a personal Memories database and summarized in an About page. Users can open them from `Settings` → `Notion AI` → `Memory` → `Saved memories`. ### Do I Need A Paid Notion Plan For Agent Memory? Notion's public docs describe this in two ways. Its developer docs say memory via MCP is available on all plans through user-backed connections when Memories are enabled for the user and workspace. Its help center says Memories are available wherever Notion AI is turned on, which is part of Business and Enterprise plans. Users should check their workspace settings before relying on the feature. ### How Do I Turn Agent Memory Off In Notion? Workspace owners can turn Memories off across the workspace. Individual users can turn off `Use memories` in `Settings` → `Notion AI` → `Memory`, which also stops MCP-connected AI tools from using their Memories. ### Can My Teammates Use My Notion Skills? Only if they have access. Notion says sharing a Skill does not automatically make it available to everyone, and enabling a Skill changes only the current user's settings, not the settings for every teammate.