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mcp-validator

MCP serverDev tools

This integration scores your AI's tool definitions from 0 to 100 so you can see which ones are solid and which need work. It checks names, schemas, annotations, and whether each definition is unique. Once added, your AI can review its own tool definitions and point out exactly what to fix.

Use mcp-validator in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add mcp-validator and connect your AI. About a minute.

ClaudeChatGPTAhel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use mcp-validator

Details

Available today. Use it from your connected AI after setup.

After adding it, run a check on your tool definitions to get a score for each one and see which items need attention.

mcp-validatorStart free

What your AI can do with it

  • Score each tool definition from 0 to 100
  • Check tool names for problems
  • Check the schemas that describe each tool
  • Check annotations on tool definitions
  • Flag duplicate tool definitions

Install mcp-validator

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user mcp-validator 'https://wildrunai.com/api/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://wildrunai.com/api/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=mcp-validator&config=eyJ1cmwiOiJodHRwczovL3dpbGRydW5haS5jb20vYXBpL21jcCJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://wildrunai.com/api/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add mcp-validator --url 'https://wildrunai.com/api/mcp'

    Run it once, then sign in with codex mcp login mcp-validator if the server asks for an account.

Advanced
Delivery
mcp-validator MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
com-wildrunai-mcp-validator
Source
github.com/wildrunai/wildrunai
Hosted endpoint
https://wildrunai.com/api/mcp

github.com/wildrunai/wildrunai

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