Graph-based memory system for LLMs with knowledge graphs and semantic search
uvx memograph{
"MEMOGRAPH_VAULT": "YOUR_VALUE_HERE"
}Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.
{
"mcpServers": {
"io-github-indhar01-memograph": {
"command": "uvx",
"args": [
"memograph"
],
"env": {
"MEMOGRAPH_VAULT": "YOUR_VALUE_HERE"
}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonNo remote HTTP endpoint is advertised. Use the package or stdio setup shown in Install.
memograph is an MCP server for Graph-based memory system for LLMs with knowledge graphs and semantic search. It supports STDIO transport.
Use the generated config in Install. This server runs with uvx memograph; add any required environment variables before starting your client.
Choose the Claude Desktop tab in Install and copy the config for uvx memograph. Add required environment variables before starting Claude Desktop.
Choose the Claude Code tab in Install and copy the config for uvx memograph. Add required environment variables before starting Claude Code.
Choose the Codex tab in Install and copy the config for uvx memograph. Add required environment variables before starting Codex.
Choose the Cursor or VS Code tab in Install and copy the config for uvx memograph. Add required environment variables before starting Cursor or VS Code.
memograph uses STDIO transport. Use the package or command config in Install.
memograph inventory is listed when the MCP endpoint exposes tools, resources, or prompts. Some servers require auth first.
memograph is marked with Auth required by registry metadata auth. You may need provider login, an API key, a bearer token, or a session header.
| Package | Registry | Version | Inputs |
|---|---|---|---|
memographstdio | pypi | 0.3.0 | Env: MEMOGRAPH_VAULT required |