GoodData's Roman Stanek Unveils MCP Server For AI-Driven Analytics

GoodData Introduces MCP Server for End-to-End AI Analytics Execution

GoodData has launched its MCP Server to facilitate autonomous analytics operations. The San Francisco-based company announced this development on January 21, 2026. Data teams frequently struggle with manual metric management. This tool automates the process. By integrating the Model Context Protocol, AI agents connect directly to governed semantic models and business logic without human intervention for routine tasks. It eliminates the need for manual SQL generation and UI-based workflows. Time to value reportedly increases by ten to fifty times.

Efficiency stabilizes organizations. The burden on human analysts remains high. Many professionals face burnout from repetitive dashboard updates and logic synchronization. This software attempts to alleviate that specific professional fatigue. Human dignity is preserved when tools handle the mundane. Analytics execution is the primary bottleneck. Roman Stanek, CEO of GoodData, stated that the system turns analytics into an executable framework under strict governance. AI now operates within the same security parameters as human users.

Data streams. Logic remains static. Fragmented workflows. The complexity of recursive AI logic often baffles even experienced developers. Why does the machine understand the metric but not the sentiment? Silly insight: AI never complains about the office temperature or stale donuts. It lacks a physical form to appreciate the ergonomic chairs in San Francisco. San Francisco press release. Access Newswire distribution. January launch date.

The system utilizes large language models to manage dashboards and alerts. Organizations require speed. Traditional business intelligence tools often rely on fragile screenshots for reporting. This transition removes those dependencies. Governance ensures the AI does not deviate from established business rules. It is a structured approach to agentic workflows.

Technical Review Quiz

• What protocol does the new GoodData server utilize to connect AI agents to analytics assets?
• By what factor does the MCP Server claim to increase the time to value for organizations?
• According to Roman Stanek, what has historically limited the field of analytics?
• Does the MCP Server require AI to use SQL copy-and-paste methods to function?

SAN FRANCISCO, CALIFORNIA / ACCESS Newswire / January 21, 2026 / GoodData , a leader in AI analytics and decision intelligence, today announced the ...

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