CCM
/MCP
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Skill index
  • MCP index
  • Marketplace index
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
yohasacura avatar

Drawio Mcp

yohasacura/drawio-mcp
51 toolsSTDIOregistry active
Summary

A programmatic interface to draw.io's XML format that exposes diagram lifecycle, drawing, styling, layout, and inspection tools through MCP. You get 310+ shape presets spanning flowcharts, UML, C4, ER, BPMN, and cloud architectures, plus auto-layout engines like Sugiyama DAG and orthogonal routing with obstacle avoidance. Works with Claude Desktop, GitHub Copilot agent mode, and Cursor. The polish action is the standout: one call fixes overlaps, reroutes edges, and cleans up labels automatically. Ships with 44 edge styles and 21 color themes. If you need your LLM to generate or modify technical diagrams that open cleanly in draw.io without manual cleanup, this handles the geometry and styling mechanics so prompts like "make a Kubernetes deployment diagram" actually produce usable output.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →

Tools

Public tool metadata for what this MCP can expose to an agent.

1 tools
create_diagramCreates and displays an interactive draw.io diagram. Pass draw.io XML (mxGraphModel format) to render it inline. IMPORTANT: The XML must be well-formed. Do NOT use double hyphens (--) inside XML comments, as this is invalid XML and will break the parser. Use single hyphens or...1 params

Creates and displays an interactive draw.io diagram. Pass draw.io XML (mxGraphModel format) to render it inline. IMPORTANT: The XML must be well-formed. Do NOT use double hyphens (--) inside XML comments, as this is invalid XML and will break the parser. Use single hyphens or...

Parameters* required
xmlstring
The draw.io XML content in mxGraphModel format to render as a diagram. Must be well-formed XML: no double hyphens (--) inside comments, no unescaped special characters in attribute values.

🎨 Draw.io MCP Server

CI PyPI Python License: MIT

Let your AI assistant create beautiful draw.io diagrams — 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
🏗️ Diagram typesFlowcharts, UML, ER, C4, BPMN, mindmaps, architecture, network, Kubernetes, and more
🎨 Styling310+ shape presets, 44 edge styles, 21 color themes
📐 Auto-layoutSugiyama DAG, tree, horizontal, vertical, grid, flowchart engines
🔀 Smart routingObstacle-aware orthogonal edge routing with automatic port distribution
✏️ Full editingAdd, move, resize, delete, restyle any element after creation
📄 Multi-pageMultiple pages and layers for complex diagrams
📥 Import/ExportLoad existing .drawio files, modify, and save back
🧹 One-click cleanupPolish command that auto-fixes layout, overlaps, edges, and labels

🚀 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

🔌 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"]
    }
  }
}

💬 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

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


🛠️ Tool Reference

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

diagram — Lifecycle

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

draw — Content

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

style — Appearance

build · apply_theme · list_vertex_presets · list_edge_presets · list_themes

layout — Positioning

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

inspect — Read-only

cells · overlaps · ports · info


🎨 Style Reference

310+ Vertex Presets (click to expand)

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

44 Edge Presets (click to expand)

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

21 Color Themes (click to expand)

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

Connection Ports (click to expand)

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


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

📝 Contributing

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

📄 License

MIT © yohasacura

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Data & Analytics
Registryactive
Packagedrawio-mcp
TransportSTDIO
UpdatedFeb 9, 2026
View on GitHub

Related Data & Analytics MCP Servers

View all →
coinversaa avatar
Mcp Server

coinversaa/mcp-server

Crypto intelligence for AI agents. Hyperliquid trader analytics, cohorts, and live market data.
4
cyanheads avatar
Protein Mcp Server

cyanheads/protein-mcp-server

MCP Server for 3D protein structural data retrieval & analysis from RCSB PDB, PDBe, and UniProt.
4
cyanheads avatar
Survey Mcp Server

cyanheads/survey-mcp-server

MCP server for conducting dynamic, conversational surveys with structured data collection.
4
egulatee avatar
Codecov

io.github.egulatee/codecov

MCP server for querying Codecov coverage data with configurable URL support
4
isakskogstad avatar
OECD MCP Server

io.github.isakskogstad/oecd-mcp

OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.
4
malamutemayhem avatar
Amber Electric MCP by UnClick

io.github.malamutemayhem/amber

Real-time Australian electricity spot prices and renewables data from Amber Electric. By UnClick.
4