Last9 MCP offers a platform for monitoring and observability, focusing on providing real-time production context for logs, metrics, and traces. The tool enables users to bring production signals directly into their local development environment, allowing for faster identification and resolution of issues without the need to switch between multiple tabs or tools. Its features are designed to help users trace problems to their root causes efficiently, correlating data across services, Kubernetes jobs, hosts, and applications.
The platform supports streaming and analysis of large volumes of events per minute, with capabilities for ingestion, storage, querying, and analytics of telemetry data. It includes tools for log management such as filtering, advanced search, and drop rules, as well as trace retrieval and analysis by trace ID or service name. Users can access service performance metrics, server-side exceptions, environment summaries, and dependency graphs to understand system relationships and performance bottlenecks. The tool also offers database monitoring features, including discovery of databases through trace data, slow query detection, and server health metrics.
Alerting is available for high-cardinality environments, with configuration and management of alert rules and notification channels. Synthetic monitoring, real user monitoring, and GPU workload analysis are also supported. The platform integrates with open standards like OpenTelemetry and Prometheus, and allows for the import of dashboards and alerts from other systems. It provides a control plane for managing telemetry data and supports creating, updating, and deleting custom dashboards.
Last9 MCP is positioned for engineers building large-scale applications who require comprehensive observability and debugging tools. The service can be set up to work with various development environments such as Claude Desktop, Cursor, Windsurf, or VS Code. It is available with a free start option and emphasizes ease of integration with existing observability stacks. The tool is built to help teams feel the pulse of their production systems and fix critical issues efficiently.
Vibe Monitoring is an Observability & monitoring product. It focuses on providing real-time observability and monitoring for production systems to quickly identify and resolve issues. Vibe Monitoring is a B2B product aimed at SREs and DevOps engineers managing production systems. Vibe Monitoring is available on the web.
It is developed by Last9, and the product first shipped in 2025. The project is developed in the open on GitHub with 58 stars and 90 commits in the last 90 days. Among its 8 catalogued features are log monitoring, metrics analysis, and trace correlation.
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