mcpbeat

Memory MCP Server

io.github.chenxiaofie/memory-mcp
local only

Memory MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 372 installs a week from pypi. Last commit 26 Jul 2026.

情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

Installs per day peak 360 · avg 49 · -42% w/w
a month agotoday
372
Installs / week
pypi · chenxiaofie-memory-mcp
11
Stars
0 open issues
26 Jul 2026
Last commit
0 releases in 90 days
MIT
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-mcp -- uvx chenxiaofie-memory-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memory-mcp": {
      "args": [
        "chenxiaofie-memory-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memory-mcp]
command = "uvx"
args = ["chenxiaofie-memory-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "memory-mcp": {
      "args": [
        "chenxiaofie-memory-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memory-mcp": {
      "args": [
        "chenxiaofie-memory-mcp"
      ],
      "command": "uvx"
    }
  }
}

Memory MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Memory MCP?
Memory MCP 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 chenxiaofie-memory-mcp was installed 372 times last week.
How do I connect Memory MCP?
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 chenxiaofie-memory-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Memory MCP?
The pypi package chenxiaofie-memory-mcp was installed 372 times in the last week. Week over week that is -42%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Memory MCP open source?
Yes — it is published under the MIT licence, written in Python and 11 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.