SlashML (/ml) Embodied Robotics 6-DoF Spatial Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 713 installs a week from pypi. Last commit 9 Nov 2026.
Persistent 6-DoF SE(3) spatial world state, object trajectories, and affordances for robotics.
Today is the operative word: we check SlashML (/ml) Embodied Robotics 6-DoF Spatial Memory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
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 slashml-robotics -e 'SLASHML_API_KEY=<SLASHML_API_KEY>' -- uvx slashml-robotics
{
"mcpServers": {
"slashml-robotics": {
"command": "uvx",
"args": [
"slashml-robotics"
],
"env": {
"SLASHML_API_KEY": "<SLASHML_API_KEY>"
}
}
}
}
[mcp_servers.slashml-robotics]
command = "uvx"
args = ["slashml-robotics"]
env = { SLASHML_API_KEY = "<SLASHML_API_KEY>" }
{
"mcpServers": {
"slashml-robotics": {
"command": "uvx",
"args": [
"slashml-robotics"
],
"env": {
"SLASHML_API_KEY": "<SLASHML_API_KEY>"
}
}
}
}
{
"servers": {
"slashml-robotics": {
"type": "stdio",
"command": "uvx",
"args": [
"slashml-robotics"
],
"env": {
"SLASHML_API_KEY": "<SLASHML_API_KEY>"
}
}
}
}
Put your own value in place of
<SLASHML_API_KEY> (Your SlashML API key (sml_live_...) from https://app.slashml.ai).
The author’s registry entry marks it as required.
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Answers built from our own checks of this server.