mcpbeat Sign in

LLMSlim memory MCP Server

by thanatos9404 Your server? Claim it
local only

LLMSlim memory runs on your own machine — the client starts it, so there is no endpoint to ping. 1 189 installs a week from pypi. Last commit 24 Oct 2026.

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

Installs per day peak 1 196 · avg 158 · -53% w/w
a month agotoday
1 189
Installs / week
pypi · llmslim
21
Stars
0 open issues
24 Oct 2026
Last commit
from GitHub
MIT
License
Python

What the code does

We read the source, 1 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

        env = dict(os.environ)

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

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 llmslim -- uvx llmslim
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "llmslim": {
      "command": "uvx",
      "args": [
        "llmslim"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.llmslim]
command = "uvx"
args = ["llmslim"]
.cursor/mcp.json
{
  "mcpServers": {
    "llmslim": {
      "command": "uvx",
      "args": [
        "llmslim"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "llmslim": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "llmslim"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: LLMSLIM_MEMORY_DB (SQLite file for the memory (default ~/.llmslim/memory.db)), LLMSLIM_USER_ID (Whose memory this server holds (default "default")), LLMSLIM_AGENT_ID (Optional agent id, so each agent keeps its own memory).

Alternatives to LLMSlim memory

same job, measured the same way
Th Memory MCP
by worakorn-prince

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

511 installs/wk local only
Memory Fts
by kurovu146

Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

22 installs/wk local only
Memharness
by las7

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.

14 installs/wk 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.

94 installs/wk local only
Myc
by aistastudio

Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.

301 installs/wk local only
Tinycontext
by tinysuitehq

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

256 installs/wk local only
Tdai Memory MCP
by tinhien11

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

79 installs/wk local only
Nuzo Memory
by fabionfsc

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

20 installs/wk local only

LLMSlim memory — questions

Answers built from our own checks of this server.

Why is there no uptime for LLMSlim memory?
LLMSlim memory 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 llmslim was installed 1 189 times last week.
How do I connect LLMSlim memory?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls llmslim straight from pypi; nothing to host, nothing to sign up for.
How many people use LLMSlim memory?
The pypi package llmslim was installed 1 189 times in the last week. Week over week that is -53%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is LLMSlim memory open source?
Yes — it is published under the MIT licence, written in Python and 21 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.