Entity Generation
Describe what you need in plain English. qStudio generates RecordEntities, MetaDataProducers, and database migrations.
MCP Server
qStudio AI
An MCP server that gives any AI assistant deep knowledge of qqq. Use it with Claude Desktop, VS Code, or any MCP-compatible client.
Free version hosted by QRunIO. Pro version indexes your codebase for context-aware help.
AI that knows qqq
qStudio is an MCP server trained on qqq documentation, patterns, and best practices. Connect it to your favorite AI client and get expert-level qqq assistance.
Process Builder
Build complex workflows through conversation. Transform steps, validation logic, and UI flows generated automatically.
Context-Aware
qStudio understands your existing tables, relationships, and patterns. Suggestions fit your application, not generic examples.
Works Anywhere
MCP-compatible with Claude Desktop, VS Code, Cursor, and more. Use your preferred AI client with qqq expertise built in.
Test Generation
Generate unit tests that match qqq patterns. Coverage reports and edge case suggestions included.
Documentation
Generate Javadoc in the qqq flower-box style. Keep your documentation consistent and complete.
API Design
Design REST endpoints with OpenAPI specs generated automatically. Consistent API patterns across your application.
Migration Assistant
Moving from another framework? qStudio helps convert existing code to qqq patterns with guided migration.
Learning Mode
New to qqq? Ask questions and get explanations with real examples from the documentation and sample apps.
What You Can Build
“Create an order table with customer and product relationships”
Full entity with foreign keys, indexes, and CRUD operations
“Add approval workflow to orders over $1000”
Process with validation, notifications, and state management
“Generate reports for monthly sales by region”
Report definition with filters, grouping, and export options
“Write tests for the CustomerService class”
JUnit tests following qqq patterns with mocking and assertions
How qStudio Works
qStudio is an MCP (Model Context Protocol) server that gives AI assistants expert-level knowledge of qqq.
Your AI Client
Claude Desktop, VS Code, Cursor, or any MCP-compatible tool
Claude DesktopVS CodeCursor
Page.java
MCP Protocol
qStudio MCP Server
Hosted by QRunIO or self-hosted with Pro license
qqq KnowledgeCode Generation
Documentation
Full qqq docs, tutorials, and guides
Source Code
qqq framework patterns and examples
PRO
Your Codebase
Index your repos, patterns, and qqq apps
PRO
qStudio Proindexes your own repositories and learns your team's coding patterns. AI assistants understand your specific qqq application structure, custom components, and business logic.
Get Started in 3 Steps
1
Install MCP Client
Download Claude Desktop or install the MCP extension for your IDE.
2
Connect qStudio
Add the qStudio server URL to your MCP configuration.
3
Start Building
Ask questions, generate code, and build qqq apps faster.
Claude Desktop Configuration
Terminal$ claude mcp add-json qstudio \
'{"url":"https://qstudio.qrun.io/mcp"}' \
-s userRestart Claude Desktop after adding the server
Works With Your Tools
qStudio integrates with any MCP-compatible AI client. Use your favorite editor or chat interface.
Claude Desktop
Anthropic's native desktop app with full MCP support.
Full Support
Chat interfaceFile contextTool use
VS Code
MCP extension for Visual Studio Code users.
Full Support
Inline suggestionsCode actionsChat panel
Cursor
AI-first code editor with MCP integration.
Full Support
ComposerCMD+KChat
Windsurf
Codeium's AI IDE with MCP capabilities.
Full Support
CascadeFlowAutocomplete
Free vs Pro
| Feature | Free | Pro |
|---|---|---|
| qqq Documentation | ||
| Code Generation | ||
| Best Practices | ||
| Your Codebase Indexing | ||
| Context-Aware Suggestions | ||
| Self-Hosting Option | ||
| Team Collaboration | ||
| Priority Support |
Get started now. Upgrade when you need codebase indexing.