St8, a casino games aggregator and technology provider, reported a significant increase in the use of its Model Context Protocol (MCP) integration, with a 91 percent rise in weekly queries recorded in just three months since the launch. In total, over 10,000 queries have been processed, indicating a surge in engagement with AI-driven solutions for casino aggregation.
Launching in July 2026, St8's MCP-powered AI assistant has been embraced by operators striving for greater operational efficiency. Between July 19 and October 11, 2026, the platform logged 10,358 queries and actions handled by AI through its MCP integration. The weekly query volume grew from 490 queries in its inaugural week to 935 by the week beginning October 11.
The MCP serves as an evolving open standard enabling AI systems to directly interface with external tools and data sources. These usage metrics demonstrate how operators are utilizing AI to streamline their interactions with St8's aggregation platform, aiding in report generation, configuration checks, and issue flagging without manual navigation through dashboards.
In the past two months, activity has amplified even further; queries from a focused group leapt by an astonishing 128 percent, climbing from 426 queries in the week of August 16 to 972 by the week of October 4, as operator teams incorporated the AI assistant into their daily workflows.
Here’s a breakdown of weekly queries handled from July 19 to October 11, 2026:
– Week of July 19: 490
– Week of July 26: 527
– Week of August 2: 2,679
– Week of August 9: 506
– Week of August 16: 426
– Week of August 23: 622
– Week of August 30: 618
– Week of September 6: 762
– Week of September 13: 581
– Week of September 20: 618
– Week of September 27: 622
– Week of October 4: 972
– Week of October 11: 935
The data collected also showcases a pattern of daily usage that aligns with standard business hours, with notable dips during the weekend and peaks on Mondays, underscoring its integration into routine back-office operations. Recent weeks have indicated that the system can handle increased load, with activity reaching 1,907 queries during the last fortnight, along with a peak of 2,679 inquiries in a week back in August without any service disruption.
As the industry evaluates the practical benefits of AI in daily operations, St8's findings highlight advancements in simplifying back-office processes and facilitating better access to crucial operational information.
In a competitive arena where aggregation platforms vie for faster integration, broader content offerings, and greater operational efficiency across licensed markets, the successful blend of AI into established workflows may distinguish leading providers.
St8 recently highlighted its MCP-powered back-office AI assistant at the SBC Summit Lisbon, where it saw an increase of over 50 percent in AI query activity compared to the previous week.
St8's CEO, Vlad Negine, responded to the promising statistics:
"We launched our MCP integration to explore new ways AI could make day-to-day operations easier, giving operator partners a faster and simpler way to interact with the St8 platform. The data provides encouraging signs so far, as the increased usage and upward trajectory are proof that the MCP has a positive impact on making operations more efficient. We are delighted to have passed 10,000 queries in such a short space of time, and as engagement continues to grow, we are confident that we can build on these strong foundations and add value to businesses across the industry through our technology."
