How can I identify the cause of a crack in a metal part?

You can use the `analyze_failure_mode` tool by providing a description of the component and your visual observations of the crack surface.

Can this tool help with fatigue analysis?

Yes, by using `analyze_failure_mode` and `evaluate_structural_integrity`, you can analyze fatigue-related patterns and assess the risk of further crack propagation.

What kind of tests can be recommended?

The `suggest_diagnostic_tests` tool recommends specific laboratory or field tests, such as SEM or hardness testing, based on your identified hypotheses.

Failure Analysis Methodology MCP Connector for Claude

A+

A systematic framework for diagnosing component failures through environmental, visual, and mechanical analysis.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP provides a comprehensive suite of tools for engineering failure analysis. It allows AI agents to determine physical failure mechanisms using analyze_failure_mode, propose logical root causes via generate_root_cause_hypotheses, recommend validation procedures with suggest_diagnostic_tests, and assess crack propagation risks through evaluate_structural_integrity. It bridges the gap between visual observations and fracture mechanics to provide actionable engineering insights.

failure-analysisfracture-mechanicsroot-causematerial-sciencediagnostics

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_19qtyvhVpEvy2NEYnG3r9BofDtJndw35CI5iiwVX/mcp

② Claude Code (terminal)

claude mcp add --transport http failure-analysis-methodology https://edge.vinkius.com/vk_preview_19qtyvhVpEvy2NEYnG3r9BofDtJndw35CI5iiwVX/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "failure-analysis-methodology": {
      "url": "https://edge.vinkius.com/vk_preview_19qtyvhVpEvy2NEYnG3r9BofDtJndw35CI5iiwVX/mcp"
    }
  }
}

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