Ilograph Mcp Server
What is Ilograph Mcp Server
Ilograph MCP Server is a FastMCP server designed to provide AI agents with comprehensive access to Ilograph documentation, enabling the creation of accurate and valid Ilograph diagrams. It operates as a dynamic domain expert, fetching live content from official Ilograph sources.
Use cases
Use cases for the Ilograph MCP Server include generating Ilograph diagrams for software architecture, creating visual representations of project workflows, and providing documentation support for teams using Ilograph in collaborative environments.
How to use
To use the Ilograph MCP Server, clone the repository from GitHub, navigate to the directory, and install the server using either ‘uv sync’ or ‘pip install -e .’. You can run the server using ‘uv run python -m ilograph_mcp.server’, or directly with ‘python src/ilograph_mcp/’.
Key features
Key features include live documentation access, comprehensive coverage of Ilograph concepts, intelligent caching for optimal performance, a tool-first design compatible with current MCP clients, a curated example library of real-world Ilograph diagrams, and built-in health monitoring.
Where to use
Ilograph MCP Server can be used in various fields that require diagram creation and documentation, such as software engineering, project management, and data visualization.
Overview
What is Ilograph Mcp Server
Ilograph MCP Server is a FastMCP server designed to provide AI agents with comprehensive access to Ilograph documentation, enabling the creation of accurate and valid Ilograph diagrams. It operates as a dynamic domain expert, fetching live content from official Ilograph sources.
Use cases
Use cases for the Ilograph MCP Server include generating Ilograph diagrams for software architecture, creating visual representations of project workflows, and providing documentation support for teams using Ilograph in collaborative environments.
How to use
To use the Ilograph MCP Server, clone the repository from GitHub, navigate to the directory, and install the server using either ‘uv sync’ or ‘pip install -e .’. You can run the server using ‘uv run python -m ilograph_mcp.server’, or directly with ‘python src/ilograph_mcp/’.
Key features
Key features include live documentation access, comprehensive coverage of Ilograph concepts, intelligent caching for optimal performance, a tool-first design compatible with current MCP clients, a curated example library of real-world Ilograph diagrams, and built-in health monitoring.
Where to use
Ilograph MCP Server can be used in various fields that require diagram creation and documentation, such as software engineering, project management, and data visualization.
Content
🎯 Ilograph MCP Server
The Ilograph MCP Server is a Model Context Protocol (MCP) server that provides AI agents with comprehensive access to Ilograph documentation, validation tools, and diagram creation guidance. Transform complex architecture documentation with intelligent assistance.
Use Cases
- Automated Diagram Creation: Generate Ilograph diagrams through natural language descriptions
- Real-time Validation: Validate existing diagrams with detailed error analysis and suggestions
- Documentation Access: Get instant access to comprehensive Ilograph documentation and best practices
- Learning & Examples: Explore curated diagram examples with detailed explanations
Important: This is an unofficial, community-driven project and is not affiliated with or endorsed by Ilograph LLC. The server provides educational and development assistance by accessing publicly available Ilograph documentation and resources.
Caution: The outputs and recommendations provided by the MCP server are generated dynamically and may vary based on the query and model. Users should thoroughly review all outputs to ensure they align with their project requirements and verify against official Ilograph documentation before implementation.
Prerequisites
- Docker: Docker installed and running
- MCP-compatible client: Claude Desktop, VS Code, Cursor, etc.
Quick Start
Add to Your MCP Client
Add this configuration to your MCP client:
VS Code:
Add the following JSON block to your User Settings (JSON) file in VS Code. You can do this by pressing Ctrl + Shift + P and typing Preferences: Open User Settings (JSON).
More about using MCP server tools in VS Code’s agent mode documentation.
{
"mcp": {
"servers": {
"ilograph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/quincymillerdev/ilograph-mcp-server:latest"
]
}
}
}
}Optionally, you can add a similar example (i.e. without the mcp key) to a file called .vscode/mcp.json in your workspace. This will allow you to share the configuration with others.
{
"servers": {
"ilograph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/quincymillerdev/ilograph-mcp-server:latest"
]
}
}
}Claude Desktop / Cursor / Jetbrains AI Assistant:
{
"mcpServers": {
"ilograph": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/quincymillerdev/ilograph-mcp-server:latest"
]
}
}
}That’s it! 🎉
Tool Configuration
Available Tools
The following tools are available for comprehensive Ilograph workflow support:
| Category | Tool | Description |
|---|---|---|
| Documentation | fetch_documentation_tool |
Fetches comprehensive documentation from Ilograph’s official sources with intelligent caching |
| Documentation | list_documentation_sections |
Lists all available documentation sections with descriptions and coverage areas |
| Documentation | check_documentation_health |
Performs health checks and returns cache statistics for documentation service |
| Specification | fetch_spec_tool |
Fetches the official Ilograph specification with complete property definitions and types |
| Specification | check_spec_health |
Performs health checks specifically on the specification service connectivity |
| Examples | list_examples |
Lists available Ilograph example diagrams categorized by complexity and use case |
| Examples | fetch_example |
Retrieves specific example diagrams with metadata, learning context, and explanations |
| Validation | validate_diagram_tool |
Validates Ilograph diagram syntax and provides detailed error messages with suggestions |
| Validation | get_validation_help |
Provides comprehensive guidance on diagram validation and common issues resolution |
| Icons | search_icons_tool |
Searches the live Ilograph icon catalog with semantic matching and provider filtering |
| Icons | list_icon_providers_tool |
Lists all available icon providers (AWS, Azure, GCP, etc.) and their service categories |
Contributing
Contributions are welcome! This project needs:
- 🐛 Bug fixes - Always appreciated!
- 📚 Documentation improvements - Help make things clearer
- ✨ New tools - Add more Ilograph functionality
- 🔧 Code quality - Better error handling, etc.
📖 See CONTRIBUTING.md for detailed development setup, testing, and submission guidelines.
Features
- 📚 Live Documentation Access: Fetches up-to-date documentation from official Ilograph sources
- 🔍 Comprehensive Section Coverage: Access to all major Ilograph concepts (resources, perspectives, contexts, etc.)
- ✅ Advanced Diagram Validation: YAML and Ilograph schema validation with detailed error messages and suggestions
- ⚡ Intelligent Caching: TTL-based caching with fallback strategies for optimal performance
- 🛠️ Tool-First Design: Compatible with all current MCP clients (Cursor, Claude Desktop, VS Code, etc.)
- 📋 Curated Example Library: Real-world Ilograph diagrams with learning context and explanations
- 🎨 Smart Icon Search: Semantic search through Ilograph’s icon catalog with provider filtering
- 🔄 Health Monitoring: Built-in service health checks and status reporting
- 🏗️ Architecture Pattern Detection: Identifies common patterns and provides optimization suggestions
Need Help?
- Tool Usage: See the available tools in the table above
- Issues: GitHub Issues
- Questions: GitHub Discussions
License
This project is licensed under the MIT License - see the LICENSE file for details.
Legal Disclaimer
This project is not affiliated with, endorsed by, or connected to Ilograph LLC. This is an independent, community-driven tool that accesses publicly available Ilograph documentation and resources for educational and development purposes.
- The Ilograph name and related trademarks are property of Ilograph LLC
- This tool accesses publicly available documentation under fair use principles
- Users should refer to official Ilograph documentation for authoritative information
- No commercial relationship exists between this project and Ilograph LLC
Links
Built with ❤️ for the Ilograph community