01Validate tool parameters using CEL expressions.
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03Define tools in YAML with parameters, constraints, and output formatting.
04Integrates with any LLM client supporting the MCP protocol.
05Run shell commands as MCP tools with parameter substitution through templates.
06Supports sandboxed environments for running commands.