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Browse Duckle components and generate, validate, and run pipelines headlessly.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "Duckle MCP Server" yet — see the docs or source repo.
Use Duckle MCP to browse available components and generate a complete pipeline in the current working directory for: read a CSV, clean missing values, aggregate sales by region, and output the result. Also explain the role of each component.
A pipeline written to the working directory, plus an explanation of the selected components and flow.
Read the Duckle pipeline in the current project, validate it by compiling without running, and if validation fails, identify the exact error location, related component property issues, and suggest fixes.
Validation results, root-cause analysis of errors, and actionable fix recommendations.
Read the existing Duckle pipeline and its run logs, analyze why the latest headless run failed, and summarize the key errors, affected steps, and recommended fix order.
A troubleshooting-focused run analysis that helps quickly locate and fix the issue.
Manage long-running dev processes, logs, and hot reload across frameworks.
Delegate Claude Code subagents to local or external model backends seamlessly.
Read, edit, and summarize documents through a Claude-powered chat interface.
Manage Docker containers with natural-language commands for common lifecycle operations.
Create and run custom multi-language tools dynamically for MCP clients.
Search custom knowledge bases in Claude Desktop with RAG via MCP.