mcpbeat Sign in

rmbr MCP Server

local only

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.

Installs per day peak 119 · avg 40 · -61% w/w
a month agotoday
130
Installs / week
pypi · rmbr
2
Stars
0 open issues
3 Aug 2026
Last commit
0 releases in 90 days
MIT
License
Python

Nothing serious here today

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.

Three servers free · no card

Connect this server

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.

run in your terminal
claude mcp add rmbr -- uvx rmbr
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "rmbr": {
      "args": [
        "rmbr"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.rmbr]
command = "uvx"
args = ["rmbr"]
.cursor/mcp.json
{
  "mcpServers": {
    "rmbr": {
      "args": [
        "rmbr"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "rmbr": {
      "args": [
        "rmbr"
      ],
      "command": "uvx"
    }
  }
}

Alternatives to rmbr

same job, measured the same way
lean-memory
by wuesteon

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

128 installs/wk local only
Memkeeper
by teflon07

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

local only
Tdai Memory MCP
by tinhien11

Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.

126 installs/wk local only
Palace
by ancientice

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

local only
remem-mcp — Local-first MCP Memory + CodeGraph + Wiki
by tinhien11

Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.

92 installs/wk local only
Engram
by hbarefoot

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

82 installs/wk local only
KEPTA — Agent Memory
by damiantodorovic

Local memory for AI agents. One SQLite file on your machine — no cloud, no account.

729 installs/wk local only
Tinycontext
by tinysuitehq

Token-light local memory with SQLite hybrid retrieval for MCP agents.

523 installs/wk local only

rmbr — questions

Answers built from our own checks of this server.

Why is there no uptime for rmbr?
rmbr runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package rmbr was installed 130 times last week.
How do I connect rmbr?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls rmbr straight from pypi; nothing to host, nothing to sign up for.
How many people use rmbr?
The pypi package rmbr was installed 130 times in the last week. Week over week that is -61%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is rmbr open source?
Yes — it is published under the MIT licence, written in Python and 2 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.