How does the analyzer identify the primary bottleneck?

The `analyze_pipeline_health` tool identifies the bottleneck by finding the stage with the highest ratio of P99 latency to the total allowed SLA.

Can I prioritize which stages to fix first?

Yes, use `get_optimization_roadmap` to receive a prioritized list of stages based on their latency contribution and error rates.

What is error propagation risk?

It is the calculated probability that a request successfully traverses all stages in the pipeline without encountering a failure.

Agent Workflow Bottleneck Analyzer MCP Connector for Claude

A+

Identifies performance bottlenecks and error risks in agentic pipelines.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides deterministic analysis of multi-stage agentic pipelines. It identifies the primary analyze_pipeline_health bottleneck, calculates stage contributions to latency, evaluates queue wait times, and determines error propagation risks. Use get_optimization_roadmap to prioritize engineering efforts and calculate_stage_impacts for detailed performance breakdowns.

pipelinelatencybottleneckoptimizationreliability

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_NzGKm5rkMNG5wb3ArwX3srzCUizSp07mQuDJchM4/mcp

② Claude Code (terminal)

claude mcp add --transport http agent-workflow-bottleneck-analyzer https://edge.vinkius.com/vk_preview_NzGKm5rkMNG5wb3ArwX3srzCUizSp07mQuDJchM4/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agent-workflow-bottleneck-analyzer": {
      "url": "https://edge.vinkius.com/vk_preview_NzGKm5rkMNG5wb3ArwX3srzCUizSp07mQuDJchM4/mcp"
    }
  }
}

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