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Dimitri dimples
Dimitri Wittwer

The Gridonic Engine and Our MCP

The Gridonic Engine is our technical infrastructure for the entire lifecycle of a website—from the first line of code to ongoing optimization after launch. It combines specialized AI agents, structured tool protocols, and a chat-based interface into a system that continuously works to ensure the quality of your website. Built on the Model Context Protocol, developed through hands-on experience with hundreds of projects.

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The Gridonic Engine

A website isn't a project that you ever truly finish. It's a living system that evolves, becomes outdated, requires maintenance—and has the potential to keep getting better.

We built a technical solution based on that.

Skills; Agents – Expertise as an Ongoing System

Over the years and through hundreds of projects, we’ve built up deep expertise in SEO and GEO, content strategy, visual design, translations, performance, security, and accessibility. This has always been our expertise—residing in the minds of our team, applied manually, and tailored to each project.

With the Gridonic Engine, we have translated this knowledge into specialized agents. These agents are based on LLMs connected via the Model Context Protocol (MCP)—an open standard that enables agents to connect to external systems, data sources, and tools in a controlled manner. Each skill is a standalone module with a defined context and clearly delineated responsibilities. They communicate via structured tool protocols, not through loose prompts.

In practice, this means: Your website isn’t optimized just once and then left to fend for itself. The agents run continuously—both during the project and after the site goes live. SEO analysis, GEO readiness for AI systems, accessibility checks, performance monitoring—everything runs as an ongoing process, not as a one-time, annual audit.

With the Gridonic Engine, our customers now have direct access to our agents and skills from the LLM of their choice. You can connect via Gridonic MCP from your ChatGPT user interface or from Claude.

Chat UI – The Website as a Conversation Partner

CMS systems have a fundamental problem: they force users into a specific structure. Log in, navigate, search for records, search for fields, edit content, save, review, publish. This process is time-consuming, but it’s no longer necessary.

The Gridonic Engine is connected directly to the web project via DatoMCP or StatamicMCP. Your user interface communicates with the Gridonic MCP, and you edit your website using natural language—drawing on the project’s full range of skills and expertise: content structure, design system, CMS model, and existing content. The client writes what they want; the agent understands the context and implements the change. No interface to learn, no restrictive structure.

This isn't a chatbot that answers FAQs. It's a context-aware system that understands how the website is structured, what rules apply, and what a change means from a technical standpoint. We're currently rolling this out to our customers.

What this means from a technical standpoint

What we’ve built isn’t AI integration in the traditional sense—it’s not an API call that generates text. The Gridonic Engine is a cohesive infrastructure: agents with persistent project context, connected via MCP, and orchestrated so that skills are deployed in a targeted and traceable manner.