Automates the selection of specialized MCP tools by analyzing prompt keywords to optimize AI agent workflows.
The Tool Check skill acts as an intelligent routing layer for Claude Code during the initial analysis phase of a project. By scanning user prompts for specific technical triggers, it automatically maps tasks to the most relevant MCP (Model Context Protocol) servers such as Serena for semantic search, Semgrep for security audits, or Chrome DevTools for browser automation. This ensures that Business Analyst and Architect agents are equipped with the exact toolset required for a task, significantly reducing token consumption and improving the accuracy of multi-step AI coding operations.
Key Features
01Parallel execution with complexity analysis for rapid Phase 1 processing
020 GitHub stars
03Keyword-based mapping for specialized MCP servers
04Automated semantic search activation for code-heavy tasks
05Token usage optimization through targeted tool selection
06Support for UI, security, documentation, and browser automation domains
Use Cases
01Identifying the need for browser automation tools in E2E testing prompts
02Routing complex debugging requests to sequential-thinking workflows
03Activating security scanners automatically when vulnerability keywords are detected
