See which models actually work: probe, rank and recommend across OpenAI-compatible gateways.
Connect Runs on your machine
claude mcp add modellens -e MODELLENS_CONFIG=<MODELLENS_CONFIG> -e MODELLENS_DATA=<MODELLENS_DATA> -- uvx modellens-mcp==0.1.3
{
"mcpServers": {
"modellens": {
"command": "uvx",
"args": [
"modellens-mcp==0.1.3"
],
"env": {
"MODELLENS_CONFIG": "<MODELLENS_CONFIG>",
"MODELLENS_DATA": "<MODELLENS_DATA>"
}
}
}
}
{
"mcpServers": {
"modellens": {
"command": "uvx",
"args": [
"modellens-mcp==0.1.3"
],
"env": {
"MODELLENS_CONFIG": "<MODELLENS_CONFIG>",
"MODELLENS_DATA": "<MODELLENS_DATA>"
}
}
}
}
{
"servers": {
"modellens": {
"type": "stdio",
"command": "uvx",
"args": [
"modellens-mcp==0.1.3"
],
"env": {
"MODELLENS_CONFIG": "<MODELLENS_CONFIG>",
"MODELLENS_DATA": "<MODELLENS_DATA>"
}
}
}
}
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 |
|---|---|
MODELLENS_CONFIGOptional | Path to the endpoint configuration JSON |
MODELLENS_DATAOptional | Path to the probe history JSON |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 6 Nov 2026 |
| Last updated | 6 Nov 2026 |
| Registry name | io.github.Greatbeing/modellens |
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