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discuss-mcp

Analyze Umbraco MCP server evaluation traces for performance bottlenecks.

2|3|Updated Jan 15, 2026
Search Tags:#code review#optimization#llm#mcp#performance analysis#tool design
One-click install
npx skills add https://github.com/umbraco/Umbraco-MCP-Base --skill discuss-mcp
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discuss-mcp
Source: https://github.com/umbraco/Umbraco-MCP-Base/tree/main/plugins/skills/discuss-mcp
Command: npx skills add https://github.com/umbraco/Umbraco-MCP-Base --skill discuss-mcp

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @umbraco-cms/mcp-server-sdk, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps developers improve their Umbraco MCP (Model Context Protocol) servers by analyzing performance, suggesting design patterns, and identifying areas for enhancement.

Core Features & Use Cases

  • Trace Optimization: Analyze evaluation traces to identify bottlenecks, reduce cost, and improve LLM efficiency.
  • Chained Tool Design: Advise on using proxy or composite tools for integrating with other MCP servers.
  • Behavioral Analysis: Provide a holistic review of the MCP server's coverage, organization, and potential next steps.
  • Use Case: A developer is experiencing slow evaluations for their MCP server and wants to understand why. They can use this Skill to analyze the traces, pinpoint the issues, and get actionable recommendations for optimization.

Quick Start

Use the discuss-mcp skill to analyze the latest evaluation traces for performance bottlenecks.

Frequently Asked Questions about discuss-mcp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize slow LLM eval performance for my MCP server?▼

To optimize slow MCP server eval performance, analyze evaluation traces to identify bottlenecks. Reviewing trace data helps pinpoint cost reduction opportunities and architectural improvements to improve LLM efficiency.

What is chained tool design in Model Context Protocol servers?▼

Chained tool design in MCP servers involves using proxy or composite tools to integrate with other servers. This architectural strategy enhances tool composition and expands behavioral coverage for complex workflows.

Do I need the Umbraco MCP server SDK to review tool definitions?▼

Yes, analyzing Umbraco MCP server configurations and tool definitions requires the @umbraco-cms/mcp-server-sdk dependency. The SDK provides the necessary framework for evaluating server behavior and architectural design.

What's the best way to analyze MCP server behavioral coverage?▼

The best way to analyze MCP server behavioral coverage is through a holistic review of tool definitions and server configurations. This process identifies organizational gaps and suggests actionable next steps for improvement.

Why does my Umbraco MCP server cost so much during evaluations?▼

High Umbraco MCP server eval costs often stem from inefficient tool design or unoptimized trace data. Analyzing eval traces reveals bottlenecks and suggests architectural improvements to reduce operational expenses.

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