mcpbeat Sign in

PMB AI MCP Server

by oleksiijko Your server? Claim it
local only

PMB AI runs on your own machine — the client starts it, so there is no endpoint to ping. 177 installs a week from pypi. Last commit 23 Sep 2026.

Local-first persistent memory for AI coding agents.

Installs per day peak 122 · avg 47 · -46% w/w
a month agotoday
177
Installs / week
pypi · pmb-ai
284
Stars
5 open issues
23 Sep 2026
Last commit
from GitHub
Apache-2.0
License
Python

What the code does

We read the source, 22 h 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.

  const r = spawnSync(cmd, args, { stdio: "ignore", shell: isWin });
Unsafe deserialization [пакет] src/pmb/core/search.py:711, src/pmb/core/search.py:714
                payload = pickle.load(f)
        + f"  - passwordless SSH to {target} (key in ~/.ssh/authorized_keys)\n"
  $('#clusterlist').innerHTML = arr.map(c=>{

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

Alternatives to PMB AI

same job, measured the same way
Agentos
by officialtanishsharma

Local-first persistent memory MCP server for AI coding agents.

local only
Omega Memory
by omega-memory

Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.

local only
MCP Light Memory
by peterpirog

Local-first persistent memory for coding agents and MCP clients.

local only
Context Engine
by shamsundarsk

Local-first persistent context memory MCP server for AI coding agents.

72 installs/wk local only
Norn
by samad001z

Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.

61 installs/wk local only
CogZ
by balaianu

Local-first engineering cognition for AI coding agents — persistent memory over your codebase.

local only
Aifp MCP
by wjabanjj

Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.

172 installs/wk local only
CP Memory
by cjhuochai

Local-first, governable long-term memory for AI coding agents

142 installs/wk local only

PMB AI — questions

Answers built from our own checks of this server.

Why is there no uptime for PMB AI?
PMB AI 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 pmb-ai was installed 177 times last week.
How do I connect PMB AI?
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 pmb-ai straight from pypi; nothing to host, nothing to sign up for.
How many people use PMB AI?
The pypi package pmb-ai was installed 177 times in the last week. Week over week that is -46%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is PMB AI open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 284 stars on GitHub and 5 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.