Koskamo

MCP as a Judge

A behavioral MCP that acts as a validation layer between AI coding assistants and LLMs. It enforces evidence-based research, reuse over reinvention, and human-in-the-loop decisions. It provides tools for intelligent code evaluation, comprehensive plan and design review, security validation, and user-driven elicitation to ensure safer and higher-quality code output.

Package and access

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

MCP as a Judge logo, by OtherVibesCommunity listingLocal stdioSource reviewed; not executedPublished by OtherVibes
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 17 GitHub stars

What you can do with it

  • Validate code changes for correctness, reuse, and security risks
  • Review system design plans for architecture and requirements fit
  • Elicit missing requirements to unblock ambiguous tasks
  • Enforce approval gates on plan, code diffs, and tests

Source and maintenance

Community listingRegistry 0.3.20MIT
mcp-registry: io.github.OtherVibes/mcp-as-a-judge@0.3.20Source repository
Last repository push
Latest release
v0.5.0
Maintenance checked

Packages and installation

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

mcp-as-a-judge 0.3.20

pypi
mcp-as-a-judge package definition
{
  "version": "0.3.20",
  "transport": "stdio",
  "identifier": "mcp-as-a-judge",
  "registryType": "pypi"
}

Tools

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

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

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": {
    "mcp-as-a-judge": {
      "command": "uvx",
      "args": [
        "mcp-as-a-judge==0.3.20"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "mcp-as-a-judge": {
      "command": "uvx",
      "args": [
        "mcp-as-a-judge==0.3.20"
      ]
    }
  }
}

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": {
    "mcp-as-a-judge": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-as-a-judge==0.3.20"
      ]
    }
  }
}

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": {
    "mcp-as-a-judge": {
      "command": "uvx",
      "args": [
        "mcp-as-a-judge==0.3.20"
      ]
    }
  }
}

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