🎨 Draw.io MCP Server

MCP serverFiles & storage

This app lets your AI create and edit draw.io and diagrams.net diagram files. Once it is added, your AI can build diagrams for you and make changes to existing diagram files directly. You end up with standard draw.io files you can open and continue working on in diagrams.net.

Unavailable. This server has no hosted endpoint yet, so ahel can't serve it.

Add the app, then ask your AI to create a diagram or point it to an existing draw.io file you want changed.

What your AI can do with it

  • Create new draw.io diagram files
  • Edit existing draw.io and diagrams.net files
  • Build diagrams from your written instructions instead of drawing by hand
  • Make targeted changes to a diagram file without recreating it from scratch
  • Produce files in the standard draw.io XML format

From the project's README

As published by yohasacura/drawio-mcp in README.md.

Let your AI assistant create beautiful draw.io diagrams β€” just describe what you want.

An MCP server that generates draw.io / diagrams.net XML files programmatically. Works with GitHub Copilot (agent mode), Claude Desktop, Cursor, and any MCP-compatible client.


✨ What Can It Do?

CapabilityDetails
πŸ—οΈ Diagram typesFlowcharts, UML, ER, C4, BPMN, mindmaps, architecture, network, Kubernetes, and more
🎨 Styling310+ shape presets, 44 edge styles, 21 color themes
πŸ“ Auto-layoutSugiyama DAG, tree, horizontal, vertical, grid, flowchart engines
πŸ”€ Smart routingObstacle-aware orthogonal edge routing with automatic port distribution
✏️ Full editingAdd, move, resize, delete, restyle any element after creation
πŸ“„ Multi-pageMultiple pages and layers for complex diagrams
πŸ“₯ Import/ExportLoad existing .drawio files, modify, and save back
🧹 One-click cleanupPolish command that auto-fixes layout, overlaps, edges, and labels

πŸš€ Quick Start

Prerequisites

  • Python 3.11+
  • uv (recommended) or pip

Install from PyPI

pip install drawio-mcp

Or with uv:

uvx drawio-mcp

Install from source

git clone https://github.com/yohasacura/drawio-mcp.git
cd drawio-mcp
uv sync
uv run drawio-mcp

πŸ”Œ Setup with Your AI Client

VS Code (GitHub Copilot)

Add to your VS Code settings or .vscode/mcp.json:

{
  "servers": {
    "drawio-mcp": {
      "command": "uvx",
      "args": ["drawio-mcp"]
    }
  }
}

Then use Copilot in Agent mode and ask it to create diagrams.

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "drawio-mcp": {
      "command": "uvx",
      "args": ["drawio-mcp"]
    }
  }
}

Cursor

Add to your Cursor MCP settings:

{
  "mcpServers": {
    "drawio-mcp": {
      "command": "uvx",
      "args": ["drawio-mcp"]
    }
  }
}

πŸ’¬ Example Prompts

Once connected, try these in your AI chat:

PromptWhat you get
"Create a flowchart for a user login process"Login flow with decision nodes and error paths
"Create a C4 context diagram for an e-commerce system"System context with actors and external systems
"Make a UML class diagram with User, Order, and Product"Class diagram with relationships
"Create an ER diagram for a blog database"Entity-relationship diagram with tables
"Build an org chart for a startup"Tree layout with roles and hierarchy
"Draw an AWS architecture with API Gateway, Lambda, DynamoDB"Cloud architecture diagram
"Create a Kubernetes deployment diagram"K8s diagram with pods, services, ingress
"Make a network topology with servers and firewalls"Network diagram with device icons

πŸ’‘ Tip: Always end with "...and save it as filename.drawio" to get a file you can open in draw.io.


πŸ› οΈ Tool Reference

The server exposes 5 tools, each with an action parameter:

diagram β€” Lifecycle

create Β· save Β· load Β· import_xml Β· list Β· get_xml Β· add_page Β· add_layer

draw β€” Content

add_vertices Β· add_edges Β· add_group Β· update_cells Β· delete_cells Β· add_title Β· add_legend Β· build_dag Β· build_full

style β€” Appearance

build Β· apply_theme Β· list_vertex_presets Β· list_edge_presets Β· list_themes

layout β€” Positioning

sugiyama Β· tree Β· horizontal Β· vertical Β· grid Β· flowchart Β· smart_connect Β· align Β· distribute Β· polish Β· relayout Β· compact Β· reroute_edges Β· resolve_overlaps Β· fix_labels Β· optimize_connections Β· resize_container

inspect β€” Read-only

cells Β· overlaps Β· ports Β· info


🎨 Style Reference

Basic shapes: RECTANGLE ROUNDED_RECTANGLE ELLIPSE CIRCLE DIAMOND TRIANGLE HEXAGON CYLINDER CLOUD PARALLELOGRAM ACTOR PROCESS DOCUMENT DATA_STORE NOTE CARD CALLOUT TEXT CUBE STAR FOLDER and more

Themed boxes: BLUE_BOX GREEN_BOX ORANGE_BOX RED_BOX YELLOW_BOX PURPLE_BOX GRAY_BOX DARK_BOX TEAL_BOX WHITE_BOX

Flowchart: FLOWCHART_PROCESS FLOWCHART_DECISION FLOWCHART_TERMINATOR FLOWCHART_DATA FLOWCHART_DOCUMENT FLOWCHART_DATABASE FLOWCHART_START FLOWCHART_END and 25+ more

UML: UML_CLASS UML_INTERFACE UML_ACTOR UML_COMPONENT UML_PACKAGE UML_NODE UML_LIFELINE UML_FRAME

C4: C4_SYSTEM C4_CONTAINER C4_COMPONENT C4_PERSON C4_EXTERNAL C4_DATABASE C4_WEB_BROWSER

ER: ER_ENTITY ER_WEAK_ENTITY ER_ATTRIBUTE ER_KEY_ATTRIBUTE ER_RELATIONSHIP and more

BPMN: BPMN_TASK BPMN_START_EVENT BPMN_END_EVENT BPMN_GATEWAY BPMN_POOL BPMN_LANE and more

Architecture: ARCH_SERVICE ARCH_DATABASE ARCH_QUEUE ARCH_CLOUD ARCH_API ARCH_GATEWAY ARCH_CONTAINER ARCH_FIREWALL ARCH_SERVER ARCH_LOAD_BALANCER and 20+ more

Network: NETWORK_SERVER NETWORK_ROUTER NETWORK_SWITCH NETWORK_FIREWALL NETWORK_CLOUD NETWORK_STORAGE and 40+ more

Cloud/K8s: AWS_CLOUD AWS_LAMBDA AWS_S3 AWS_EC2 AWS_RDS AWS_SQS K8S_POD K8S_SERVICE K8S_DEPLOYMENT K8S_INGRESS and more

Containers: SWIMLANE GROUP GROUP_TRANSPARENT GROUP_DASHED

Plus: State machine, Sequence diagram, Mindmap, DFD, SysML, ArchiMate, Cisco, Mockup/Wireframe, Infographic, and more

General: DEFAULT ORTHOGONAL STRAIGHT CURVED ENTITY_RELATION DASHED DOTTED BIDIRECTIONAL NO_ARROW

Styled: ROUNDED ROUNDED_DASHED THICK THICK_ROUNDED

Colored: COLORED_BLUE COLORED_GREEN COLORED_RED COLORED_ORANGE COLORED_PURPLE COLORED_YELLOW COLORED_GRAY

UML: UML_ASSOCIATION UML_INHERITANCE UML_IMPLEMENTATION UML_DEPENDENCY UML_AGGREGATION UML_COMPOSITION

ER: ER_ONE_TO_ONE ER_ONE_TO_MANY ER_MANY_TO_MANY ER_ZERO_TO_ONE ER_ZERO_TO_MANY

Flow: DATA_FLOW CONTROL_FLOW ASYNC SYNC BPMN_FLOW BPMN_MESSAGE_FLOW

BLUE GREEN YELLOW ORANGE RED PURPLE GRAY PINK TURQUOISE TEAL DARK_BLUE DARK_GREEN DARK_RED DARK_ORANGE DARK_PURPLE DARK WHITE C4_BLUE C4_LIGHT_BLUE C4_SKY C4_GRAY

TOP BOTTOM LEFT RIGHT TOP_LEFT TOP_RIGHT BOTTOM_LEFT BOTTOM_RIGHT TOP_LEFT_THIRD TOP_RIGHT_THIRD BOTTOM_LEFT_THIRD BOTTOM_RIGHT_THIRD LEFT_TOP_THIRD LEFT_BOTTOM_THIRD RIGHT_TOP_THIRD RIGHT_BOTTOM_THIRD


πŸ§‘β€πŸ’» Development

git clone https://github.com/yohasacura/drawio-mcp.git
cd drawio-mcp
uv sync

# Run tests
uv run pytest tests/ -v

# Run the server locally
uv run drawio-mcp

Project Structure

src/drawio_mcp/
β”œβ”€β”€ server.py           # MCP server β€” 5 tools with 40+ actions
β”œβ”€β”€ models.py           # Core XML model (DrawioFile, Diagram, MxCell)
β”œβ”€β”€ styles.py           # Style builder, presets, and themes
β”œβ”€β”€ layout.py           # Layout helpers (tree, grid, port distribution)
β”œβ”€β”€ layout_engine.py    # Advanced layout (Sugiyama, edge routing, polish)
└── validation.py       # Input validation

πŸ“ Contributing

See CONTRIBUTING.md for guidelines on bug reports, feature requests, and pull requests.

πŸ“„ License

MIT Β© yohasacura

Signals

GitHub stars
5
Last commit
Feb 2026
Advanced
Delivery
drawio-mcp MCP server β†’ your ahel gateway (mcp.ahel.ai) β†’ every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-yohasacura-drawio-mcp
Source
github.com/yohasacura/drawio-mcp