AI Agent Memory MCP Server

by xiangzi1126 Your server? Claim it

local only

AI Agent Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 176 installs a week from pypi. Last commit 15 Jul 2026.

Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project.

Installs per day peak 43 · avg 26 · -6% w/w

a month agotoday

176

Installs / week

pypi · ai-agent-memory-mcp

Stars

0 open issues

15 Jul 2026

Last commit

from GitHub

MIT

License

Python

Nothing serious here today

Today is the operative word: we check AI Agent Memory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

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.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add ai-agent-memory-mcp -- uvx ai-agent-memory-mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "ai-agent-memory-mcp": {
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.ai-agent-memory-mcp]
command = "uvx"
args = ["ai-agent-memory-mcp"]

.cursor/mcp.json

{
  "mcpServers": {
    "ai-agent-memory-mcp": {
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "ai-agent-memory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp"
      ]
    }
  }
}

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AI Agent Memory — questions

Answers built from our own checks of this server.

Why is there no uptime for AI Agent Memory?

AI Agent Memory 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 ai-agent-memory-mcp was installed 176 times last week.

How do I connect AI Agent Memory?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls ai-agent-memory-mcp straight from pypi; nothing to host, nothing to sign up for.

How many people use AI Agent Memory?

The pypi package ai-agent-memory-mcp was installed 176 times in the last week. Week over week that is -6%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is AI Agent Memory open source?

Yes — it is published under the MIT licence, written in Python and 0 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.