---

name: generate-wrapper description: Generate production-ready CLI wrapper code for an MCP server following progressive disclosure patterns context: fork agent: wrapper-generator allowed-tools:

• Read
• Write
• Edit
• Bash
• Glob

---

Generate CLI Wrapper Code

This skill generates complete, production-ready CLI wrapper code for MCP servers.

When This Skill Activates

Use this skill when:

• User wants to create a CLI wrapper for an MCP server
• User requests wrapper code generation
• User needs a Python or TypeScript wrapper
• User asks to wrap MCP tools in a CLI
• User wants to follow progressive disclosure patterns

What This Skill Does

1. Reads MCP server analysis or configuration
2. Selects appropriate template (Python/TypeScript)
3. Generates complete wrapper code with:
   • PEP 723 header (Python) or package.json (TypeScript)
   • 4-level progressive disclosure help system
   • Function routing and argument parsing
   • Detail level enum support
   • Error handling and validation
   • Output format options (json|text|table)
4. Creates FUNCTION_INFO and FUNCTION_EXAMPLES
5. Tests basic functionality
6. Validates code syntax

Usage

User: "Generate a Python wrapper for the github MCP"
User: "Create a CLI tool for the firecrawl server"
User: "Generate TypeScript wrapper for my calendar API"

Arguments

The skill accepts:

• MCP server name (required)
• Language preference (python|typescript)
• Output path (optional)
• Template style (standard|fastmcp|sdk)

Output

Generates a complete CLI wrapper file:

#!/usr/bin/env -S uv run
# /// script
# requires-python = ">=3.8"
# dependencies = ["click", "httpx", "rich", "python-dotenv"]
# ///

# Complete implementation with:
# - 4-level progressive disclosure
# - All tool functions
# - Detail level support
# - Error handling
# - Output formatting

Example Output

For GitHub MCP:

# Generated file: github-cli.py

# Test it
uv run github-cli.py --help          # Level 1: Quick help
uv run github-cli.py list            # Level 2: Function list
uv run github-cli.py info create_issue   # Level 2: Function details
uv run github-cli.py example create_issue  # Level 3: Examples
uv run github-cli.py create_issue --help   # Level 4: Complete reference

# Use it
uv run github-cli.py list_issues --repo=owner/repo
uv run github-cli.py create_issue --title="Bug" --body="Description"

Templates

Python Standard

• Direct MCP client integration
• Click-based CLI
• Rich formatting
• PEP 723 script

Python FastMCP

• FastMCP framework
• Decorator-based
• Pydantic validation
• Async support

TypeScript SDK

• @modelcontextprotocol/sdk
• Zod validation
• Stdio transport
• ESM modules

Reference Implementations

The skill studies these reference wrappers:

• /Users/bruno/cli-wrappers/exa.py - Example structure
• /Users/bruno/cli-wrappers/github.py - GitHub wrapper
• /Users/bruno/cli-wrappers/firecrawl.py - Firecrawl wrapper
• /Users/bruno/cli-wrappers/CLAUDE.md - Development guidelines

Quality Assurance

Generated code is validated for:

• Correct PEP 723 header syntax
• All dependencies listed
• Executable shebang
• 4-level help completeness
• Function routing correctness
• Error handling coverage
• Output format support
• Syntax correctness

Agent Context

This skill runs in a forked context using the wrapper-generator agent, which specializes in:

• Code generation from templates
• Progressive disclosure implementation
• CLI framework usage (Click, argparse)
• MCP client integration
• Following established patterns from ~/cli-wrappers/