Koskamo

qc-validator-mcp

An MCP server that provides runtime quality validation for AI agent outputs. It detects hallucinations, enforces scope compliance, and scores output quality. It includes tools to validate outputs against configurable criteria, estimate hallucination risk, check scope compliance, log validation results, analyze failure patterns, and generate quality reports.

Package and access

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

qc-validator-mcp logo, by mdfifty50-boopCommunity listingLocal stdioSource reviewed; not executedPublished by mdfifty50-boop
Vendor documentation

What you can do with it

  • Score agent output against configurable criteria like length limits and factual claim density
  • Estimate hallucination likelihood by checking sentence-level grounding against source text
  • Validate output against a scope contract for allowed topics and required sections
  • Generate a quality dashboard across all validated agents to identify worst and best performers

Source and maintenance

Community listingRegistry 0.1.3
mcp-registry: io.github.mdfifty50-boop/qc-validator@0.1.3Source repository
Last repository push
Maintenance checked

Packages and installation

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

qc-validator-mcp 0.1.3

npm
qc-validator-mcp package definition
{
  "version": "0.1.3",
  "transport": "stdio",
  "identifier": "qc-validator-mcp",
  "registryType": "npm"
}

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": {
    "qc-validator-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "qc-validator-mcp@0.1.3"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "qc-validator-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "qc-validator-mcp@0.1.3"
      ]
    }
  }
}

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": {
    "qc-validator-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "qc-validator-mcp@0.1.3"
      ]
    }
  }
}

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": {
    "qc-validator-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "qc-validator-mcp@0.1.3"
      ]
    }
  }
}

Let your agent find its tools

Find servers like qc-validator-mcp from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 4,469