Agent Capability Analysis
The mcp-tool-writer skill by Sunalamye is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.
Ideal Agent Persona
Ideal for AI Agents like Cursor, Windsurf, or Claude Code that require advanced Model Context Protocol (MCP) tool creation and modification capabilities using Swift and Core ML.
Core Value
Empowers agents to create and modify MCP tools using Protocol-based architecture, leveraging MCPTool.swift for protocol definition and schema types, MCPContext.swift for execution context, and MCPToolRegistry.swift for tool registration, all while utilizing Core ML for machine learning integration.
↓ Capabilities Granted for mcp-tool-writer
! Prerequisites & Limits
- Requires knowledge of Swift and Core ML
- Limited to MCP tools for the Naki project
- Must use /naki-mcp-proxy skill for testing new MCP tools
Browser Sandbox Environment
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mcp-tool-writer
Install mcp-tool-writer, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.
FAQ & Installation Steps
These questions and steps mirror the structured data on this page for better search understanding.
? Frequently Asked Questions
What is mcp-tool-writer?
Ideal for AI Agents like Cursor, Windsurf, or Claude Code that require advanced Model Context Protocol (MCP) tool creation and modification capabilities using Swift and Core ML. 雀魂麻將 AI 助手 - 純 Swift + Core ML 實現
How do I install mcp-tool-writer?
Run the command: npx killer-skills add Sunalamye/Naki/mcp-tool-writer. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.
What are the use cases for mcp-tool-writer?
Key use cases include: Generating MCP tools for the Naki project using Swift and Core ML, Modifying existing MCP tools to adapt to new project requirements, Integrating MCP tools with other Naki components using the Protocol-based architecture.
Which IDEs are compatible with mcp-tool-writer?
This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.
Are there any limitations for mcp-tool-writer?
Requires knowledge of Swift and Core ML. Limited to MCP tools for the Naki project. Must use /naki-mcp-proxy skill for testing new MCP tools.
↓ How To Install
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1. Open your terminal
Open the terminal or command line in your project directory.
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2. Run the install command
Run: npx killer-skills add Sunalamye/Naki/mcp-tool-writer. The CLI will automatically detect your IDE or AI agent and configure the skill.
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3. Start using the skill
The skill is now active. Your AI agent can use mcp-tool-writer immediately in the current project.