Observe

This Observe MCP server provides deep integration with the Observe platform for performance monitoring and system reliability investigations, built using FastMCP with JWT-based authentication and scope-based access control. The implementation offers OPAL query execution capabilities, dataset discovery and management, monitor configuration, and semantic search through Pinecone vector embeddings of troubleshooting runbooks and documentation. It includes specialized investigation runbooks for common scenarios like service latency spikes, database performance issues, Kubernetes cluster health, and error rate analysis, making it valuable for DevOps teams who need AI-assisted root cause analysis and system troubleshooting through natural language queries rather than manual dashboard navigation.