CuttingToolsAI Grade Cross-Reference

Cross-brand carbide grade equivalents from verified manufacturer charts; never invents a grade.

Should I use this

Quality & Safety

B
Description quality
70%
Schema completeness
100%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'grade_xref' description lacks action verbin grade_xref

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~104Tokens (tool definitions)
~648 BTypical response size
Minimal attention impact (0.08% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "xref": {
      "url": "https://cuttingtoolsai-mcp.memmizgezgin.workers.dev"
    }
  }
}

Remote endpoints

https://cuttingtoolsai-mcp.memmizgezgin.workers.devstreamable-http

What it can do

Tool inventory

Tools (1)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪grade_xref(grade, brand)

Brand-neutral carbide grade cross-reference. Returns grades comparable at the same ISO application position, with verified vs single-source labeling. Never invents a grade.

Input Schema

{
  "type": "object",
  "properties": {
    "grade": {
      "type": "string",
      "description": "Carbide grade code to look up, e.g. GC4325"
    },
    "brand": {
      "type": "string",
      "description": "Optional brand filter, e.g. Sandvik"
    }
  },
  "required": [
    "grade"
  ]
}

Community

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Evidence

Recent observations

verifiedversion not recorded1 tools
verifiedversion not recorded1 tools