rmbr runs on your own machine — the client starts it, so there is no endpoint to ping. 130 installs a week from pypi. Last commit 3 Aug 2026.
Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.
Today is the operative word: we check rmbr 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 rmbr -- uvx rmbr
{
"mcpServers": {
"rmbr": {
"args": [
"rmbr"
],
"command": "uvx"
}
}
}
[mcp_servers.rmbr]
command = "uvx"
args = ["rmbr"]
{
"mcpServers": {
"rmbr": {
"args": [
"rmbr"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"rmbr": {
"args": [
"rmbr"
],
"command": "uvx"
}
}
}
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.
Local memory for AI agents. One SQLite file on your machine — no cloud, no account.
Token-light local memory with SQLite hybrid retrieval for MCP agents.
Answers built from our own checks of this server.