mcpbeat Sign in

Memorymesh MCP Server

local only

Memorymesh runs on your own machine — the client starts it, so there is no endpoint to ping. 88 installs a week from pypi.

Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.

Installs per day peak 46 · avg 14 · -21% w/w
a month agotoday
88
Installs / week
pypi · memorymesh
Stars
on GitHub
Last commit
0 releases in 90 days
License
language unknown

Nothing serious here today

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

Alternatives to Memorymesh

same job, measured the same way
Claude Amplifier
by sisuthros

Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.

42 installs/wk local only
SAME - Stateless Agent Memory Engine
by sgx-labs

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

48 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
LLM Kosh
by rastogivaibhav

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

85 installs/wk local only
Leteo
by asanabrial

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

54 installs/wk local only
Total Recall
by bas-more

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

71 installs/wk local only
Total Recall
by avi-bendetsky

Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.

local only
Delx Memory
by davidmosiah

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

86 installs/wk local only

Memorymesh — questions

Answers built from our own checks of this server.

Why is there no uptime for Memorymesh?
Memorymesh 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 memorymesh was installed 88 times last week.
How do I connect Memorymesh?
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 memorymesh straight from pypi; nothing to host, nothing to sign up for.
How many people use Memorymesh?
The pypi package memorymesh was installed 88 times in the last week. Week over week that is -21%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.