Every Tool a Mendix Developer Has.
At the Speed of Light.
mx2ai gives Claude Code and AI coding assistants deep semantic understanding of your Mendix applications. 130+ MCP tools across 4 servers. Not a chat plugin—a complete development environment.
Not Another Chat Plugin
Other tools load the raw Mendix application definition graph and hope the AI understands it. But AI models are statistical machines—the more inference steps required to interpret a complex model, the higher the probability of errors. The result: inconsistent outputs, context window bloat, and direct Mendix model manipulation that becomes untenable at production scale. mx2ai solves this by giving Claude Code structured, pre-indexed semantic understanding—not raw model XML.
| Capability | Mendix Labs mxcli | mx2ai |
|---|---|---|
| Mendix construct coverage | ~60% of activity types | 100% extraction fidelity |
| Largest app tested | Small demo apps | 4,162 microflows (certified) |
| Cross-flow analysis | × Not available | ✓ Full call graph + execution paths |
| Complexity metrics | × Not available | ✓ Cyclomatic + 9 pattern types |
| Live server connection | × Development only | ✓ Server management + logs + DB |
| Impact analysis | × Not available | ✓ Field-level change ripple tracking |
| Production status | Alpha — "can corrupt project files" | Production ready |
mxcli data from github.com/mendixlabs/mxcli README and MDL grammar analysis (March 2026)
Four MCP Servers. 130+ Tools.
Everything a Mendix developer needs, accessible through Claude Code.
Explore
Query any microflow. Map entity CRUD at field level. Classify patterns automatically. Search across your entire application like Mendix "Show Usages" but across every module simultaneously.
Debug
SSH into live Mendix servers. Access application log files. Correlate microflow execution with server activity and database operations. Trace execution paths between any two microflows.
Develop
Write complete Mendix applications through Claude Code. AI-guided development based on semantic understanding of existing patterns. Spec-driven, not vibe-driven.
Operate
Connect to the Mendix runtime. Monitor application state. Deploy models to servers. Manage environments. Access runtime metrics and health data.
See What Your AI Sees
Real output from mx2ai analyzing a production Mendix application.
Built by AI. Verified by Proof.
Claudius is a complete Mendix application built entirely through Claude Code using mx2ai tools.
Claudius: IT Asset & Request Tracker
A production-quality Mendix 10 application built from YAML specifications by Claude Code. Not a toy demo—a real application with approval workflows, audit trails, role-based access control, REST APIs, and SOAP integration.
Every entity, microflow, page, and security rule was authored by AI using mx2ai tools. The entire build is reproducible from specification files.
- Request approval workflow (submitted → review → approved/rejected → completed)
- Audit trail system with before/after commit event handlers
- Role-based access control (User, Manager, Admin)
- Published REST API with export mappings
- Consumed SOAP web services for external integration
- Scheduled events for automated processing
- Nanoflows for client-side logic
- 3-phase test harness: 21 basic + 16 advanced + stress tests
How It Works
Connect
Point mx2ai at your Mendix app via the Mendix Model SDK. Every microflow, entity, page, and relationship extracted with zero information loss.
mx2ai_connect --app your-app
Understand
130+ MCP tools build in-memory indexes: entity CRUD maps, call graphs, complexity metrics, pattern classifiers. Your AI now understands the full application.
"What flows modify Account?"
Develop
Build new features with full context. Claude Code understands your existing patterns, entity relationships, and complexity landscape. Spec-driven, not vibe-driven.
"Add a refund workflow"
Operate
Deploy to servers. Monitor logs. Correlate microflow execution with runtime behavior. Debug production issues with the same AI that built the feature.
"Check server logs for errors"
Production Validated
mx2ai has been validated across 7 enterprise Mendix applications.
Enterprise Finance
Certified 100% extraction coverage
Agricultural IoT
Full pipeline operational
Workforce Management
Translation pipeline active
Loan Origination
Production deployment
Events Platform
Extraction complete
Claudius (AI-Built)
Built entirely by Claude Code
Ready to Give Your AI
Mendix Expertise?
mx2ai is in early access. We work with Mendix development teams to validate capabilities against production applications.