mcpbeat

Memory OS AI MCP Server

io.github.romainsantoli-web/memory-os-ai
local only

Memory OS AI runs on your own machine — the client starts it, so there is no endpoint to ping. 53 installs a week from pypi. Last commit 3 Mar 2026.

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Installs per day peak 32 · avg 11 · -21% w/w
a month agotoday
53
Installs / week
pypi · memory-os-ai
3
Stars
0 open issues
3 Mar 2026
Last commit
0 releases in 90 days
GPL-3.0
License
Python

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 memory-os-ai -- uvx memory-os-ai
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memory-os-ai": {
      "args": [
        "memory-os-ai"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memory-os-ai]
command = "uvx"
args = ["memory-os-ai"]
.cursor/mcp.json
{
  "mcpServers": {
    "memory-os-ai": {
      "args": [
        "memory-os-ai"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memory-os-ai": {
      "args": [
        "memory-os-ai"
      ],
      "command": "uvx"
    }
  }
}

Memory OS AI — questions

Answers built from our own checks of this server.

Why is there no uptime for Memory OS AI?
Memory OS AI 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 memory-os-ai was installed 53 times last week.
How do I connect Memory OS AI?
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 memory-os-ai straight from pypi; nothing to host, nothing to sign up for.
How many people use Memory OS AI?
The pypi package memory-os-ai was installed 53 times in the last week. Week over week that is -21%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Memory OS AI open source?
Yes — it is published under the GPL-3.0 licence, written in Python and 3 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.