Memory sync via MCP is live, but Notion's own October 19th release still listed skills via MCP as coming soon.
By [Ryan Merket](https://runtimewire.com/author/ryan-merket)
· Published
Primary source: [x.com](https://x.com/NotionHQ/status/2118059335930744999)
Why it matters #
Agent memory is where switching costs now form. If preferences, project context and skills live inside one chatbot, changing agents means starting over. Notion wants that accumulated context stored in a workspace the user controls, which would make Notion infrastructure for agents built by OpenAI, Anthropic and others rather than a documents app competing with them.
Notion wants ChatGPT, Claude, Muse and Bot to save what they learn into the same Notion memory instead of keeping separate histories inside each product, a pitch it laid out in a thread on X on November 4th, 2026. The company said the agents can also use the same skills in Notion, and it linked separate setup paths for ChatGPT and Claude plus a prompt that other agents can paste into a chat.
When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.