Local Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 70 installs a week from npm. Last commit 13 Sep 2026.
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
Today is the operative word: we check Local Memory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
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.
claude mcp add local-memory-mcp -- npx -y @studiomeyer/local-memory-mcp
{
"mcpServers": {
"local-memory-mcp": {
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"command": "npx"
}
}
}
[mcp_servers.local-memory-mcp]
command = "npx"
args = ["-y", "@studiomeyer/local-memory-mcp"]
{
"mcpServers": {
"local-memory-mcp": {
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"local-memory-mcp": {
"args": [
"-y",
"@studiomeyer/local-memory-mcp"
],
"command": "npx"
}
}
}
This one needs environment variables set before it will start:
MEMORY_DB_PATH (Custom path for the SQLite database file), MEMORY_EMBED_DISABLED (Disable the local embedding pipeline (forces FTS5-only search). Useful in restricted networks where the model can't be downloaded.), MEMORY_EMBED_MODEL (Override the embedding model id (defaults to Xenova/multilingual-e5-small).), MEMORY_EMBED_CACHE_DIR (Override the Transformers.js cache directory (defaults to the OS data dir).).
The author declared them in the registry entry; get the values from the project itself.
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Answers built from our own checks of this server.