mcpbeat Sign in

Memory Kernel MCP Server

local only

Memory Kernel runs on your own machine — the client starts it, so there is no endpoint to ping. 122 installs a week from pypi. Last commit 16 Jun 2026.

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

Installs per day peak 48 · avg 22 · +0% w/w
a month agotoday
122
Installs / week
pypi · amormorri-memory-kernel
3
Stars
0 open issues
16 Jun 2026
Last commit
0 releases in 90 days
Apache-2.0
License
Python

Nothing serious here today

Today is the operative word: we check Memory Kernel 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 memory-kernel -- uvx amormorri-memory-kernel
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memory-kernel": {
      "args": [
        "amormorri-memory-kernel"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memory-kernel]
command = "uvx"
args = ["amormorri-memory-kernel"]
.cursor/mcp.json
{
  "mcpServers": {
    "memory-kernel": {
      "args": [
        "amormorri-memory-kernel"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memory-kernel": {
      "args": [
        "amormorri-memory-kernel"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: MEMORY_KERNEL_DB (Path to the SQLite database file (defaults to .memory-kernel/memory.db in the working directory)). The author declared them in the registry entry; get the values from the project itself.

Alternatives to Memory Kernel

same job, measured the same way
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
Engram
by hbarefoot

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

82 installs/wk local only
Local Memory
by studiomeyer-io

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

70 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
skillmem
by liza-studio

Skill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.

local only
Remem
by majiayu000

Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.

505 installs/wk local only
rmbr
by srock44

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

130 installs/wk local only
Tether
by sidyellur

Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.

local only

Memory Kernel — questions

Answers built from our own checks of this server.

Why is there no uptime for Memory Kernel?
Memory Kernel 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 amormorri-memory-kernel was installed 122 times last week.
How do I connect Memory Kernel?
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 amormorri-memory-kernel straight from pypi; nothing to host, nothing to sign up for.
How many people use Memory Kernel?
The pypi package amormorri-memory-kernel was installed 122 times in the last week. Week over week that is +0%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Memory Kernel open source?
Yes — it is published under the Apache-2.0 licence, written in Python and 3 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.