Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
Connect Runs on your machine
claude mcp add memory-kernel -e MEMORY_KERNEL_DB=<MEMORY_KERNEL_DB> -- uvx amormorri-memory-kernel==0.3.2
{
"mcpServers": {
"memory-kernel": {
"command": "uvx",
"args": [
"amormorri-memory-kernel==0.3.2"
],
"env": {
"MEMORY_KERNEL_DB": "<MEMORY_KERNEL_DB>"
}
}
}
}
{
"mcpServers": {
"memory-kernel": {
"command": "uvx",
"args": [
"amormorri-memory-kernel==0.3.2"
],
"env": {
"MEMORY_KERNEL_DB": "<MEMORY_KERNEL_DB>"
}
}
}
}
{
"servers": {
"memory-kernel": {
"type": "stdio",
"command": "uvx",
"args": [
"amormorri-memory-kernel==0.3.2"
],
"env": {
"MEMORY_KERNEL_DB": "<MEMORY_KERNEL_DB>"
}
}
}
}
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_KERNEL_DBOptional | Path to the SQLite database file (defaults to .memory-kernel/memory.db in the working directory) |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 12 Jun 2026 |
| Last updated | 12 Jun 2026 |
| Registry name | io.github.Artem362/memory-kernel |
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