mcpbeat

Memograph MCP Server

io.github.Indhar01/memograph
local only

Memograph runs on your own machine — the client starts it, so there is no endpoint to ping. 81 installs a week from pypi. Last commit 25 Jun 2026.

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Installs per day peak 51 · avg 19 · -24% w/w
a month agotoday
81
Installs / week
pypi · memograph
4
Stars
1 open issues
25 Jun 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 memograph -- uvx memograph
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memograph": {
      "args": [
        "memograph"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memograph]
command = "uvx"
args = ["memograph"]
.cursor/mcp.json
{
  "mcpServers": {
    "memograph": {
      "args": [
        "memograph"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memograph": {
      "args": [
        "memograph"
      ],
      "command": "uvx"
    }
  }
}

Memograph — questions

Answers built from our own checks of this server.

Why is there no uptime for Memograph?
Memograph 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 memograph was installed 81 times last week.
How do I connect Memograph?
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 memograph straight from pypi; nothing to host, nothing to sign up for.
How many people use Memograph?
The pypi package memograph was installed 81 times in the last week. Week over week that is -24%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Memograph open source?
Yes — it is published under the MIT licence, written in Python, 4 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.