PMB AI runs on your own machine — the client starts it, so there is no endpoint to ping. 293 installs a week from pypi. Last commit 23 Aug 2026.
Local-first persistent memory for AI coding agents.
We read the source, 8 h ago · rules 3dff92dd89df
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.
"crontab -e",
const r = spawnSync(cmd, args, { stdio: "ignore", shell: isWin });
result = subprocess.run(
payload = pickle.load(f)
_env = dict(os.environ)
+ 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.
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.
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.
claude mcp add pmb-ai -- uvx pmb-ai
{
"mcpServers": {
"pmb-ai": {
"args": [
"pmb-ai"
],
"command": "uvx"
}
}
}
[mcp_servers.pmb-ai]
command = "uvx"
args = ["pmb-ai"]
{
"mcpServers": {
"pmb-ai": {
"args": [
"pmb-ai"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"pmb-ai": {
"args": [
"pmb-ai"
],
"command": "uvx"
}
}
}
Local-first persistent memory MCP server for AI coding agents.
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
Local-first persistent memory for coding agents and MCP clients.
Local-first, cross-harness memory for AI coding agents.
Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.
Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.
Local-first, governable long-term memory for AI coding agents
Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.
Answers built from our own checks of this server.