Koskamo

Jev-Style MCP

An open-source toolkit for running small decision models locally to classify text, route requests, and score defined options with probabilities. It supports local text classification, support ticket routing, and image decisions for receipts or screenshots, allowing agents to make calibrated yes/no, choice, and score answers.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Jev-Style MCP logo, by Chaoliang YanCommunity listingLocal stdioSource reviewed; not executedPublished by Chaoliang Yan
Vendor documentation

What you can do with it

  • Classify support tickets by team and urgency
  • Route AI agent requests with local decision models
  • Review receipts or screenshots with image-capable build
  • Guard Claude Code tool-calls with local review signals

Source and maintenance

Community listingRegistry 0.6.2
mcp-registry: io.github.lawrence3699/jev-style@0.6.2Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

jev-style 0.6.2

pypiuvx
jev-style package definition
{
  "version": "0.6.2",
  "transport": "stdio",
  "identifier": "jev-style",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp"
    }
  ],
  "environmentVariables": [
    {
      "name": "JEV_STYLE_URL",
      "default": "http://127.0.0.1:8765",
      "description": "URL of a running `jev-style serve` (start it with `pip install \"jev-style[torch]\"` or `[mlx]` on Apple silicon, then `jev-style serve`)."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "jev-style-mcp": {
      "command": "uvx",
      "args": [
        "jev-style==0.6.2",
        "mcp"
      ],
      "env": {
        "JEV_STYLE_URL": "<YOUR_JEV_STYLE_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "jev-style-mcp": {
      "command": "uvx",
      "args": [
        "jev-style==0.6.2",
        "mcp"
      ],
      "env": {
        "JEV_STYLE_URL": "<YOUR_JEV_STYLE_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "jev-style-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "jev-style==0.6.2",
        "mcp"
      ],
      "env": {
        "JEV_STYLE_URL": "<YOUR_JEV_STYLE_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "jev-style-mcp": {
      "command": "uvx",
      "args": [
        "jev-style==0.6.2",
        "mcp"
      ],
      "env": {
        "JEV_STYLE_URL": "<YOUR_JEV_STYLE_URL>"
      }
    }
  }
}

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