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ModelLens

io.github.Greatbeing/modellens ยท v0.1.3

See which models actually work: probe, rank and recommend across OpenAI-compatible gateways.

Connect Runs on your machine

Terminal
claude mcp add modellens -e MODELLENS_CONFIG=<MODELLENS_CONFIG> -e MODELLENS_DATA=<MODELLENS_DATA> -- uvx modellens-mcp==0.1.3
claude_desktop_config.json
{
  "mcpServers": {
    "modellens": {
      "command": "uvx",
      "args": [
        "modellens-mcp==0.1.3"
      ],
      "env": {
        "MODELLENS_CONFIG": "<MODELLENS_CONFIG>",
        "MODELLENS_DATA": "<MODELLENS_DATA>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "modellens": {
      "command": "uvx",
      "args": [
        "modellens-mcp==0.1.3"
      ],
      "env": {
        "MODELLENS_CONFIG": "<MODELLENS_CONFIG>",
        "MODELLENS_DATA": "<MODELLENS_DATA>"
      }
    }
  }
}
.vscode/mcp.json
{
  "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

NameDescription
MODELLENS_CONFIG
Optional
Path to the endpoint configuration JSON
MODELLENS_DATA
Optional
Path to the probe history JSON

Details

Package[email protected] (PYPI, stdio)
First published6 Nov 2026
Last updated6 Nov 2026
Registry nameio.github.Greatbeing/modellens

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