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AI Agents That Understand Your Entire FileMaker Solution #

For decades, we’ve built complex FileMaker applications through expertise and countless iterations. Expert developers spend years mastering the nuances—table relationships, orchestrating scripts, business logic embedded throughout.

What if you could hand that entire knowledge base to an AI agent?

Introducing the FileMaker Data API MCP Server—giving AI agents the ability to completely introspect your FileMaker solution and become an architect-level coder capable of building complex applications from simple human requests.

The Breakthrough #

Imagine: “Build me a project management system that tracks tasks across teams, with automatic escalation when deadlines are missed and a dashboard showing capacity by department.”

An AI agent with full visibility into your FileMaker solution can:

  • Understand your entire data architecture — tables, fields, relationships, constraints
  • Learn your design patterns — existing scripts, layouts, workflows
  • Comprehend your business logic — how your organization solves problems
  • Generate production-ready code — that fits your ecosystem

This is an AI architect that studied your codebase and can design applications native to your infrastructure.

How It Changes Development #

Scalable Innovation — Stop waiting for senior developers. Get sophisticated applications architected instantly.

Preserve Knowledge — Your FileMaker solutions contain years of wisdom. An AI agent becomes a knowledge multiplier.

Concept to Code in Minutes — Move from conversation to working applications faster than ever.

Maintain Consistency — Generated code follows your standards and patterns.

Powered by Complete Introspection #

  • Full database introspection — layouts, scripts, tables, relationships
  • Script analysis and logic understanding
  • Live execution capability — to test generated code
  • Multi-database awareness
  • Complete context — portals, global fields, containers

All secure. No exposed credentials.

The Vision #

We’re at an inflection point. AI isn’t automating routine tasks—it’s becoming a partner in creative, architectural work. For FileMaker developers, this means unlocking the next level: describing complex requirements in natural language and getting back production-grade, architecturally-sound applications.

This only works when AI has complete visibility into your solution. When it understands your data schema and your design philosophy. When it sees patterns and extends them intelligently.

That’s the real superpower.

Ready to Start? #

The FileMaker MCP Server is open-source and ready.

🔗 GitHub Repository

What would you build if you had an AI architect with complete understanding of your FileMaker systems?

#FileMaker #AI #Automation #SoftwareDevelopment #AIAgents #LowCode