Event-sourced knowledge graph memory for AI coding agents with semantic search
Connect Runs on your machine
claude mcp add mnemograph -e MEMORY_PATH=<MEMORY_PATH> -- uvx mnemograph==0.5.1
{
"mcpServers": {
"mnemograph": {
"command": "uvx",
"args": [
"mnemograph==0.5.1"
],
"env": {
"MEMORY_PATH": "<MEMORY_PATH>"
}
}
}
}
{
"mcpServers": {
"mnemograph": {
"command": "uvx",
"args": [
"mnemograph==0.5.1"
],
"env": {
"MEMORY_PATH": "<MEMORY_PATH>"
}
}
}
}
{
"servers": {
"mnemograph": {
"type": "stdio",
"command": "uvx",
"args": [
"mnemograph==0.5.1"
],
"env": {
"MEMORY_PATH": "<MEMORY_PATH>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
MEMORY_PATHOptional | Path to memory storage directory |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 14 Feb 2026 |
| Last updated | 14 Feb 2026 |
| Registry name | io.github.tm42/mnemograph |
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