MCP servers with real shape-library access fix AI diagram generation

Jaig5970 · reddit · 2026-10-29

The author shares a pain point in MCP-driven diagram generation: most MCP integrations can't see your actual shape library and default to generic boxes, ruining BPMN events or AWS icons. Testing several MCP servers with built-in shape libraries on the same BPMN order-fulfillment flow, most still output generic rectangles — but Lucid's MCP server pulled the correct start events, task boxes, gateways and end events directly from the BPMN library.

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