Kestra MCP: Live Documentation Access for AI Coding Agents

The Kestra MCP server has expanded its capabilities with three new documentation tools—search_docs, get_doc, and list_doc_children—that enhance AI coding agents' ability to reason about the platform, beyond just writing valid flows. These tools, integrated seamlessly with existing systems like Claude Code and other MCP-compatible agents, allow for more comprehensive understanding and navigation of Kestra's documentation by enabling keyword searches, retrieval of full markdown content, and structured navigation through documentation pages. This development elevates AI agents from merely being flow writers to Kestra architects, enabling them to make informed platform decisions regarding storage backends, RBAC structures, and task runner configurations, thereby turning data workflows into opportunities for strategic insights and optimizations.