Loomal

memograph

MCP server by github.com/indhar01/memograph

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

4 starspypi: memograph

About memograph

memograph is an MCP (Model Context Protocol) server published by indhar01 in the official MCP registry, listed under Knowledge & Memory on Loomal. Graph-based memory system for LLMs with knowledge graphs and semantic search

It ships as a Python package on PyPI (memograph), so any MCP client that can launch a local process can run it.

Development happens in the open at github.com/indhar01/memograph, where the project has earned 4 GitHub stars.

Use memograph with your agent

Claude Code · one command
claude mcp add memograph -- uvx memograph
Claude Desktop, Cursor & other MCP clients · config
{
  "mcpServers": {
    "memograph": {
      "command": "uvx",
      "args": [
        "memograph"
      ]
    }
  }
}
pypimemograph

Frequently asked questions

What is memograph?
memograph is an MCP (Model Context Protocol) server by indhar01 in the Knowledge & Memory category. Graph-based memory system for LLMs with knowledge graphs and semantic search
How do I connect memograph to Claude, Cursor, or another MCP client?
Install memograph from its pypi package (memograph) and register it under "mcpServers" in your client's MCP configuration — for example claude_desktop_config.json or Cursor's mcp.json — then restart the client.
Is memograph open source?
Yes — the source code is public at github.com/indhar01/memograph, with 4 GitHub stars.
Can AI agents pay to use memograph?
Not yet through Loomal — memograph is listed as a free directory entry. If its maintainer verifies ownership, they can set per-call USDC pricing that agents pay over x402, with settlement on Base.

Listing data from the official MCP registry and GitHub, refreshed periodically. Not affiliated with the maintainer unless claimed. Maintain memograph? Claim this listing free by verifying GitHub ownership, or contact us.