analyze-mcp

Analyze MCP server configurations to generate a four-level CLI wrapping strategy.

Updated Feb 1, 2026
One-click install
npx skills add https://github.com/brunogama/claude-mcp-wrapper --skill analyze-mcp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-mcp
Source: https://github.com/brunogama/claude-mcp-wrapper/tree/main/skills/analyze-mcp
Command: npx skills add https://github.com/brunogama/claude-mcp-wrapper --skill analyze-mcp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

MCP server configurations are often opaque and require a clear strategy to understand and wrap them into CLI tools; this skill analyzes an MCP server to produce a practical wrapping strategy.

Core Features & Use Cases

  • Tool inventory grouped by namespace
  • Progressive disclosure design with four levels
  • Detail level recommendations and token-efficiency estimates
  • Implementation roadmap for wrapping an MCP server into a CLI wrapper

Quick Start

Provide a complete MCP server analysis and wrap strategy to generate a ready-to-use CLI wrapper.

Frequently Asked Questions about analyze-mcp

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

FAQPage Schema
How do I design a CLI wrapper for an MCP server?

To design a CLI wrapper for an MCP server, you need a wrapping strategy that inventories tools by namespace and designs a four-level progressive disclosure. This generates an implementation roadmap with token-efficiency estimates for the CLI.

What is progressive disclosure in MCP server wrapping?

Progressive disclosure in MCP server wrapping is a four-level design strategy that structures tool inventory by namespace. It helps manage detail levels and provides token-efficiency estimates for the resulting CLI wrapper implementation.

How do I inventory MCP server tools by namespace?

You inventory MCP server tools by namespace by analyzing the server configuration to group available tools logically. This grouping forms the foundation for designing a four-level progressive disclosure and a complete CLI wrapping strategy.

Can I estimate token efficiency when wrapping an MCP server into a CLI?

Yes, you can estimate token efficiency when wrapping an MCP server into a CLI. The analysis reads server configurations and outputs detail level recommendations alongside token-efficiency estimates to optimize the CLI wrapper implementation.

Does analyzing an MCP server require any external dependencies?

Analyzing an MCP server configuration to produce a wrapping strategy requires no external dependencies. It directly reads the server configuration to generate the tool inventory, progressive disclosure design, and implementation roadmap.

Why do I need a wrapping strategy for opaque MCP server configurations?

You need a wrapping strategy for opaque MCP server configurations because they are difficult to understand and wrap into CLI tools directly. The strategy translates server capabilities into a structured, four-level progressive disclosure design with a clear implementation roadmap.