Calibrated advice for coding agents: typed questions in, probabilities out. Apple Silicon.
Connect Runs on your machine
claude mcp add ember -e EMBER_SERVER_URL=<EMBER_SERVER_URL> -e EMBER_AUTH_TOKEN=<EMBER_AUTH_TOKEN> -- uvx ember-advise==0.16.0
{
"mcpServers": {
"ember": {
"command": "uvx",
"args": [
"ember-advise==0.16.0"
],
"env": {
"EMBER_SERVER_URL": "<EMBER_SERVER_URL>",
"EMBER_AUTH_TOKEN": "<EMBER_AUTH_TOKEN>"
}
}
}
}
{
"mcpServers": {
"ember": {
"command": "uvx",
"args": [
"ember-advise==0.16.0"
],
"env": {
"EMBER_SERVER_URL": "<EMBER_SERVER_URL>",
"EMBER_AUTH_TOKEN": "<EMBER_AUTH_TOKEN>"
}
}
}
}
{
"servers": {
"ember": {
"type": "stdio",
"command": "uvx",
"args": [
"ember-advise==0.16.0"
],
"env": {
"EMBER_SERVER_URL": "<EMBER_SERVER_URL>",
"EMBER_AUTH_TOKEN": "<EMBER_AUTH_TOKEN>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
EMBER_SERVER_URLOptional | Inference endpoint; defaults to the local model server at http://127.0.0.1:8765 |
EMBER_AUTH_TOKENOptional, secret | Credential for a remote inference endpoint |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 14 Oct 2026 |
| Last updated | 14 Oct 2026 |
| Registry name | io.github.shapeandshare/ember |
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