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Agent Memory OS MCP Server

by yamantaka520 Your server? Claim it
local only

Agent Memory OS runs on your own machine — the client starts it, so there is no endpoint to ping. 522 installs a week from pypi. Last commit 17 Sep 2026.

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

Installs per day peak 653 · avg 174 · -52% w/w
a month agotoday
522
Installs / week
pypi · agent-memory-os
5
Stars
2 open issues
17 Sep 2026
Last commit
0 releases in 90 days
Apache-2.0
License
Python

What the code does

We read the source, 21 h ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

    if Path("/.dockerenv").exists():
    return subprocess.run(command, capture_output=True, text=True)

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add agent-memory-os -- uvx agent-memory-os
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "agent-memory-os": {
      "args": [
        "agent-memory-os"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.agent-memory-os]
command = "uvx"
args = ["agent-memory-os"]
.cursor/mcp.json
{
  "mcpServers": {
    "agent-memory-os": {
      "args": [
        "agent-memory-os"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "agent-memory-os": {
      "args": [
        "agent-memory-os"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: AGENT_MEMORY_AGENT_ID (This agent's identity; memories default to this owner and recall carries its ACL.), AGENT_MEMORY_HOME (Data home directory (default ~/.agent-memory).). The author declared them in the registry entry; get the values from the project itself.

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Agent Memory OS — questions

Answers built from our own checks of this server.

Why is there no uptime for Agent Memory OS?
Agent Memory OS runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package agent-memory-os was installed 522 times last week.
How do I connect Agent Memory OS?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls agent-memory-os straight from pypi; nothing to host, nothing to sign up for.
How many people use Agent Memory OS?
The pypi package agent-memory-os was installed 522 times in the last week. Week over week that is -52%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Agent Memory OS open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 5 stars on GitHub and 2 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.