MCP server · Notes

Agent Memory OS MCP server

Give your AI a shared, private memory it can save to and look things up in, across your team.

Agent Memory OS is a memory system for AI assistants. It lets your AI remember facts, preferences and lessons between chats, and share the right ones with the right people. It is handy if you use several AI tools and want them to stop forgetting things.

What is an MCP server? The 30-second version

On its own, your AI can only chat. It forgets everything when the conversation ends. An MCP server is a small helper program that gives your AI a new skill or a connection to something. This one connects your AI to your own memory store, so it can save notes and look them up for you when you ask.

What this MCP server does

You ask your AI something, like what your team decided about a project. Your AI passes the question to this helper. The helper looks in a local memory file on your computer, checks what you are allowed to see, and picks the most useful pieces. It hands those back to your AI, which writes you a normal answer in the chat. You can also tell your AI to remember something, and it saves it for later.

Flow diagram: you ask your AI “What did our team decide about the project?”, on your own computer the Agent Memory OS MCP server works with your computer, and you get back answer from your memories.

Click to zoom

What you can do with it

Save a fact or preference so your AI remembers it next time
Search your saved memories by keyword or by meaning
Keep some memories private and share others with a team or project
Link related memories so one reminds the AI of the other
See which memories were used in an answer and why
Sync memories between your own computers
Archive old memories so they stop showing up

What it gives back to you

You get normal chat answers built from your saved memories. Behind the scenes it also returns lists of matching memories, short summaries, and a report explaining which memories were included or left out. When you save something, it confirms the memory was stored.

Before you start

What you need

Python 3.11 or newer (the README says standard builds already include what it needs)
The agent-memory-os package installed, ideally with the full extras
A bearer token you create with one command, which acts like a password for the web console

Good to know

It stores notes about you and your work in a local file, so treat that file as private, and be careful about what you ask it to share with a team or sync to another computer.

Install it with your AI

Add Agent Memory OS MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check Agent Memory OS MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.