mcpbeat

MCP Memory Graph MCP Server

io.github.RetroRobAI/mcp-memory-graph
local only

MCP Memory Graph runs on your own machine — the client starts it, so there is no endpoint to ping. 65 installs a week from pypi. Last commit 4 May 2026.

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Installs per day peak 28 · avg 12 · +10% w/w
a month agotoday
65
Installs / week
pypi · mcp-memory-graph
0
Stars
0 open issues
4 May 2026
Last commit
0 releases in 90 days
—
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 mcp-memory-graph -- uvx mcp-memory-graph
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp-memory-graph": {
      "args": [
        "mcp-memory-graph"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp-memory-graph]
command = "uvx"
args = ["mcp-memory-graph"]
.cursor/mcp.json
{
  "mcpServers": {
    "mcp-memory-graph": {
      "args": [
        "mcp-memory-graph"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "mcp-memory-graph": {
      "args": [
        "mcp-memory-graph"
      ],
      "command": "uvx"
    }
  }
}

MCP Memory Graph — questions

Answers built from our own checks of this server.

Why is there no uptime for MCP Memory Graph?
MCP Memory Graph 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 mcp-memory-graph was installed 65 times last week.
How do I connect MCP Memory Graph?
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 mcp-memory-graph straight from pypi; nothing to host, nothing to sign up for.
How many people use MCP Memory Graph?
The pypi package mcp-memory-graph was installed 65 times in the last week. Week over week that is +10%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is MCP Memory Graph open source?
Yes — 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.