FileMaker MCP server – Ai and hosted FM files.
20/12/2025
For years, we’ve built our Claris FileMaker apps with a specific philosophy: if a user wants to find something, we build a button. If they need a report, we design a layout. We’ve spent decades creating complex filters and intricate search scripts, all to help users navigate their own data.
But the way we interact with technology is shifting. We no longer want to hunt through menus; we want to ask a question and get an answer. With the release of the new App Assistant, Claris is handing us the keys to that future.
The End of the "Find" Mode Struggle
Imagine a sales manager named Sarah. She’s in a hurry and needs to know which clients in the Northeast haven’t placed an order in the last six months. In a traditional app, Sarah has to navigate to the "Invoices" layout, enter Find mode, select a date range, choose a region, and click "Perform Find."
With the App Assistant integrated into her FileMaker solution, Sarah simply types: "Show me my Northeast clients who have been quiet for half a year."
The magic isn't just that the app understands her; it’s that the app knows how to act on it. Within seconds, the App Assistant translates her natural language into a FileMaker script, filters the records, and presents her with exactly what she needs.
How the Magic Works (Without the Complexity)
Under the hood, the App Assistant isn't just a simple chatbot. It’s a sophisticated bridge between your local FileMaker data and the power of Large Language Models (LLMs).
Using the new natural language script steps introduced in FileMaker 2025, the App Assistant looks at your tables and fields and learns the "language" of your app. When a user asks a question, the assistant uses Semantic Search to understand the intent behind the words. It doesn't just look for keywords; it understands context.
The best part for developers? It’s an add-on. You don’t have to spend weeks coding a custom AI engine. Claris has provided the App Assistant as a blueprint, showing us exactly how to implement AI-powered chat, history tracking, and data visualization in a way that feels native to the FileMaker experience.
Beyond Simple Searches
The real "aha!" moment comes when you realize the App Assistant can do more than just find records. Because it is deeply integrated with the FileMaker platform, it can perform actions. You can ask it to summarize a long list of meeting notes, draft a follow-up email based on a customer's history, or even suggest a restock level for a specific product.
We are moving away from apps that are just digital filing cabinets and toward apps that act as intelligent partners.
Stepping Into the Future
Integrating AI into your workflow can feel like a daunting leap, but the App Assistant is designed to be the perfect first step. It’s an educational tool as much as it is a feature, giving developers a clear path to follow as they modernize their custom apps.
The era of "clicking and searching" is slowly giving way to the era of "asking and doing." By bringing the App Assistant into your FileMaker toolkit, you aren't just updating your software—you’re changing the conversation your users have with their data.
Ready to get started?
You can download the App Assistant example and documentation directly from the Claris Support site. It’s time to give your FileMaker apps Ai intelligence. If you need help with that, feel free to contact us.
