How does the fallback chain calculation work?

The `calculate_fallback_chain` tool evaluates the primary agent against defined failure conditions. If thresholds for latency, success rate, or quality are breached, it selects the next most capable agent from the fallback list.

Can I simulate the impact of a specific degradation strategy?

Yes. By using `simulate_performance_impact`, you can project the total latency and cumulative success rate for any specific sequence of agents in your chain.

How is user experience impact measured?

The `evaluate_ux_impact` tool quantifies quality loss based on the current degradation level, mapping the numerical reduction to severity levels like Minor, Moderate, or Severe.

Agent Fallback Chain Calculator MCP Connector for Claude

A+

Predict agent degradation paths, latency impacts, and success probabilities.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a deterministic engine for simulating how AI orchestration layers respond to agent failures. It calculates the exact fallback chain, predicts technical metrics like total latency and cumulative success rates, and quantifies the resulting impact on user experience. Use calculate_fallback_chain to determine the sequence of substitute agents, simulate_performance_impact to project technical performance, and evaluate_ux_impact to measure quality loss during degradation.

fallbacklatencyreliabilityagent-orchestrationperformance

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_4AQORXjHOSt7YByvlIk6KYu0LmARixRIqjPWO3S1/mcp

② Claude Code (terminal)

claude mcp add --transport http agent-fallback-chain-calculator https://edge.vinkius.com/vk_preview_4AQORXjHOSt7YByvlIk6KYu0LmARixRIqjPWO3S1/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agent-fallback-chain-calculator": {
      "url": "https://edge.vinkius.com/vk_preview_4AQORXjHOSt7YByvlIk6KYu0LmARixRIqjPWO3S1/mcp"
    }
  }
}

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