Composer – Diagram Your Codebase with MCP
MCP wrapper around codebase diagramming when Mermaid and PlantUML already exist.
A fast, local-first drawing and diagramming app. Sketch ideas, map out systems, and create diagrams — all without accounts, cloud sync, or network requests. Your data stays on your machine.
Napkin keeps everything local while giving you an embeddable MCP endpoint so AI agents can draw and edit diagrams at http://127.0.0.1:21420/mcp. It combines Excalidraw-style hand-drawn tooling (rough.js, connectors, grid snapping, PNG/SVG export) with a Tauri/Rust desktop shell and delta-compressed version snapshots — a neat, concrete take on AI-assisted diagramming, though its impact hinges on MCP adoption and the surrounding agent ecosystem.
Designers, product people, engineers and privacy-conscious tinkerers who want fast offline sketching plus programmatic/AI-driven diagram generation
MCP wrapper around codebase diagramming when Mermaid and PlantUML already exist.
HTML diagram skills for AI agents when Mermaid and Excalidraw already exist.
Another AI diagram generator when Mermaid AI and Lucidchart already exist.
Yet another Mermaid editor when mermaid.live already does this free with more features.
Agent-powered diagram generation from codebases beats manual C4 modeling.
C4 diagrams as shared context for AI agents beats prompt drift.