Local 2B and 0.8B decision models: calibrated yes/no, choice and score answers for your agent.
Connect Runs on your machine
claude mcp add jev-style -e JEV_STYLE_URL=<JEV_STYLE_URL> -- uvx jev-style==0.6.3
{
"mcpServers": {
"jev-style": {
"command": "uvx",
"args": [
"jev-style==0.6.3"
],
"env": {
"JEV_STYLE_URL": "<JEV_STYLE_URL>"
}
}
}
}
{
"mcpServers": {
"jev-style": {
"command": "uvx",
"args": [
"jev-style==0.6.3"
],
"env": {
"JEV_STYLE_URL": "<JEV_STYLE_URL>"
}
}
}
}
{
"servers": {
"jev-style": {
"type": "stdio",
"command": "uvx",
"args": [
"jev-style==0.6.3"
],
"env": {
"JEV_STYLE_URL": "<JEV_STYLE_URL>"
}
}
}
}
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 |
|---|---|
JEV_STYLE_URLOptional | URL of a running `jev-style serve` (start it with `pip install "jev-style[torch]"` or `[mlx]` on Apple silicon, then `jev-style serve`). |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 1 Nov 2026 |
| Last updated | 1 Nov 2026 |
| Registry name | io.github.lawrence3699/jev-style |
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