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Memory MCP Server

by chenxiaofie Your server? Claim it
local only

Memory MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 121 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 108 · avg 33 · -43% w/w
a month agotoday
121
Installs / week
pypi · chenxiaofie-memory-mcp
11
Stars
0 open issues
26 Jul 2026
Last commit
0 releases in 90 days
MIT
License
Python

What the code does

We read the source, 20 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.

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 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"
    }
  }
}

This one needs environment variables set before it will start: CLAUDE_PROJECT_ROOT (项目根目录路径). The author declared them in the registry entry; get the values from the project itself.

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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 121 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 121 times in the last week. Week over week that is -43%. 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.