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Penrose MCP Server

Penrose MCP Server

by bmorphism

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      Enables language models to turn structured diagram specifications and lightweight textual DSL into deterministic, fully editable Excalidraw scenes and standalone SVG files. Provides validated layered layout, crossing-reduced edge routing, schema conformance checking, and export through MCP tools over stdio.
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      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.
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    • A
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    • F
      license
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      quality
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      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.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables users to generate and revise 25 types of hand-drawn Excalidraw diagrams—including architecture, flowcharts, sequence, ER, Gantt, and charts—from natural-language specs without managing coordinates. It can also persist architecture as a queryable, version-controlled knowledge graph and export offline to SVG or PNG.
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    TDQS

    B3/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no overlap: create_domain defines DSLs, create_style handles visual rules, create_substance manages mathematical objects, and generate_diagram produces the final output. The descriptions clearly separate these stages in the diagram creation workflow.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with 'create_' for three tools and 'generate_' for the final step, maintaining readability and predictability. The naming convention perfectly reflects the logical flow from creation to generation.

    Tool Count5/5

    Four tools is well-scoped for a diagram generation server, covering the essential components (domain, style, substance) and the final generation step. Each tool earns its place without redundancy or missing functionality for the apparent workflow.

    Completeness4/5

    The tool set covers the core Penrose diagram creation workflow comprehensively, with no dead ends. A minor gap exists in lacking update/delete operations for existing definitions, but agents can work around this by recreating components as needed.

    Maintenance

    ActivityInactive
    ResponsivenessSyncing