The Observe MCP (Model Context Protocol) Server is a hosted gateway that allows AI agents to translate natural language questions into secure OPAL queries on an Observe data lake, providing answers in tables or charts without requiring schema knowledge. By integrating with popular AI tools like Claude Desktop, Cursor, and Augment, the server enhances troubleshooting by converting a complex investigation into a conversational process, enabling workflows that automate root-cause analysis, adaptive log triage, and business-impact summaries. Early feedback from users highlights the system's ability to match UI results, expand query time ranges dynamically, and even propose code changes, significantly reducing incident resolution times and improving efficiency in observability tasks. The server requires minimal setup, operates securely within Observe's SaaS environment, and supports engineers and developers in maintaining focus within their tools, offering a transformative approach to managing and analyzing data.