MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsurf, etc— generate visual AI automation workflows. Describe a business process, get an interactive flow map you can edit and share.
Enables AI assistants in Cursor, Claude Code, and Windsurf to turn plain descriptions of components, actors, or data into auto-laid-out, editable hand-drawn diagrams across 25 types — including architecture, flowcharts, sequence diagrams, Gantt charts, and charts — with architecture-aware styling and natural-language revision. It can optionally persist a system as a version-controlled, queryable knowledge graph, and it runs fully offline with no API keys, exporting to SVG and PNG.
Turns natural-language descriptions of systems, workflows, and data into auto-laid-out, hand-drawn-style editable diagram files across 25 diagram types, with optional persistence of the architecture as a queryable, lintable knowledge graph. Runs fully offline inside Cursor, Claude Code, and Windsurf with no API keys, and can export diagrams to SVG and PNG.
Enables AI assistants to turn natural-language descriptions of systems, processes, and data into auto-laid-out, hand-drawn editable diagram files across 25 diagram types — architecture, flowcharts, sequence, swimlanes, ER models, Gantt, timelines and charts — with optional natural-language revision and SVG/PNG export. It can also persist an architecture as a version-controlled knowledge graph that the AI can query and lint, running fully offline in Cursor, Claude Code and Windsurf without API keys.
Enables AI coding assistants to generate and iteratively revise auto-laid-out, hand-drawn diagrams across 25 types — architecture, flowcharts, sequence, ER, Gantt, and charts — from natural-language descriptions, with SVG/PNG export. It can also persist a system as a version-controlled, queryable architecture knowledge graph, running fully offline in Cursor, Claude Code, and Windsurf without API keys.
Turns structural descriptions of systems, processes, data models, and charts into auto-laid-out, hand-drawn .excalidraw files across 25 diagram types, with natural-language revision and SVG/PNG export. Runs fully offline in Cursor, Claude Code, and Windsurf with no API keys, and can optionally persist an architecture as a version-controlled knowledge graph the AI can query and lint.
Each tool has a distinct purpose: creating a new diagram, editing an existing diagram, and fetching a diagram's data. There is no overlap or confusion between them.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern (create_diagram, edit_diagram, get_diagram), making the API intuitive and predictable.
Tool Count5/5
Three tools cover the core lifecycle of a diagram (create, retrieve, update) without unnecessary extras. The scope is well-defined and each tool is essential.
Completeness4/5
The tools cover creation, retrieval, and comprehensive editing (with many operations). Missing a delete tool or a list tool, but the editing capability is very rich, so minor gap.