Last9 MCP Server v0.1.9
Last9 MCP now includes comprehensive APM and PromQL capabilities, making it easier to integrate Last9 data into your workflows and AI tools.
- Service performance summaries with throughput, error rate, and response time metrics
- Detailed operation metrics and dependency graph analysis
- Full PromQL query support for both range and instant queries
- Environment management and label exploration tools
For more, read our docs.
Adaptive Alerting for Services
Discover Services now includes intelligent adaptive alerting that automatically adjusts alert thresholds based on your service behavior patterns. Instead of setting static thresholds, you'll see visual performance bands that adapt to your response time patterns.
- Dynamic upper and lower alert bands visible directly on charts
- Automatic threshold adjustment based on service behavior patterns
- Visual indicators for when metrics exceed adaptive boundaries
- No need to manually configure static alert thresholds
Improvements
- Discover:
- Host discovery functionality now includes OpenTelemetry exporter host metrics dashboard
- Service operations table displays time spent column for better performance analysis
- Internal span exceptions now appear on the exceptions page
- Chart functionality restored after zoom-in operations
- Memory usage pie charts display accurate percentages
- RUM (Real User Monitoring)
- Performance tab supports group by functionality for better data segmentation
- Webhook channel now automatically detect Zenduty URLs and formats incident alert payloads appropriately
Fixes
- Discover:
- Data persistence issue when refreshing stateful set pages was not working properly
- Chart metrics tab data was disappearing after zoom-in operations
- Row content vertical alignment in stateful set tables was not displaying correctly
- Browser title and page title display issues for stateful sets were showing incorrect information
- Selected stateful set URL parameter structure was using query parameters instead of URL path format