Inspect Claude Code multi-agent runs with Agents Observe
<p>Gives Claude Code operators a live dashboard for multi-agent sessions, tool calls, file activity, and nested task progress so debugging starts from what the agents are actually doing.</p>
Explore live Monitoring & Alerts skills across the current marketplace catalog.
Browse the published marketplace skills currently assigned to this category.
<p>Gives Claude Code operators a live dashboard for multi-agent sessions, tool calls, file activity, and nested task progress so debugging starts from what the agents are actually doing.</p>
SigNoz is an open-source observability platform built around OpenTelemetry for logs, metrics, and traces in one place. It is a practical fit when you want Datadog-style visibility with a self-hosted stack, first-party docs, and active upstream maintenance.
GlitchTip is an open-source, Sentry-compatible error tracking platform built for self-hosted exception monitoring and alerting. It is a strong fit when you want production error visibility with API compatibility, lighter infrastructure, and clear deployment docs.
An ASE skill built on Checkmate, the open source self-hosted monitoring platform for uptime, incidents, response times, and infrastructure visibility. It fits agent workflows that need recurring checks, incident context, and operational dashboards with optional server telemetry via the companion Capture agent.
An ASE skill built around Upptime, the open source uptime monitor and status page system powered by GitHub Actions, Issues, and Pages. It is a strong fit when an agent needs lightweight endpoint monitoring, incident issue tracking, and a public or internal status site without maintaining a separate monitoring server.
k6 is a modern load testing tool for writing performance checks in JavaScript. It fits CI, developer testing, and observability workflows where repeatable load scenarios matter.
Gatus is an open source uptime and endpoint monitoring platform built for developers and ops teams. It checks HTTP, TCP, ICMP, and DNS targets, evaluates conditions like status codes or response times, and can route alerts to systems such as Slack, PagerDuty, Discord, and Twilio.
GoatCounter is an open source analytics platform for privacy-friendly pageview tracking, referrer reporting, and lightweight site stats. It can be used as a hosted service or self-hosted, and it supports JavaScript, backend API, and logfile-based ingestion paths.
Uptime Kuma is an open source uptime monitor for HTTP, TCP, ping, DNS, Docker, and keyword checks. It gives agents a concrete way to create, update, and review monitors, incidents, notifications, and public status pages from a self-hosted monitoring stack.
Checkly CLI lets agents define, test, and deploy synthetic monitoring from a JavaScript or TypeScript codebase. It is especially useful when monitoring should live next to Playwright tests, API checks, and CI workflows instead of being configured by hand in a UI.
Logfire is Pydantic's observability SDK for Python applications, with first-class tracing for AI, LLM, and agent workloads. It wraps OpenTelemetry, ships with a hosted UI, and supports instrumenting popular Python frameworks without building a custom tracing stack from scratch.
LangSmith provides tracing, evaluation, and debugging workflows for LLM applications. This skill is useful when an agent team needs structured observability around prompts, chains, tool calls, datasets, and eval runs across multiple frameworks.
CronitorCLI is Cronitor's open-source command-line tool for syncing cron jobs, sending telemetry pings, and wrapping commands with execution monitoring. It fits monitoring-heavy agent runbooks where scheduled jobs, server tasks, and long-running commands need explicit visibility.
Netdata is an open-source observability platform for real-time metrics, anomaly detection, and alerting across servers, containers, databases, and cloud services. This skill helps agents install Netdata, connect nodes, inspect dashboards, and route alerts using the project's documented collectors, streaming, and cloud integrations.
Run self-hosted push notifications with Gotify, including a REST API, WebSocket stream, web UI, plugins, and mobile clients. This skill helps agents send alerts, manage applications, and connect monitored events to a private notification channel instead of relying on third-party push vendors.
Highlight.io is an open-source full-stack monitoring platform combining session replay, error monitoring, logging, and distributed tracing in a single cohesive tool. Self-hostable via Docker, it provides complete application observability for frontend and backend.
Logdy is a zero-dependency single-binary log viewer that pipes any command output into an interactive browser-based UI. It supports custom TypeScript parsers, column definitions, filtering, and works with stdin, files, sockets, and REST API inputs.
Quickwit is a cloud-native search engine built in Rust for log management and distributed tracing. It offers sub-second search on cloud storage (S3, Azure Blob, GCS), an Elasticsearch-compatible API, native OpenTelemetry and Jaeger integration, and decoupled compute and storage architecture.
OpenReplay is an open-source session replay suite you can self-host. It captures user sessions with network activity, console logs, JS errors, store state, and performance metrics to help reproduce issues and iterate on products faster.
Chartbrew is an open-source web application for building and sharing live dashboards from APIs, SQL and NoSQL databases. It features a visual chart builder, AI assistant, scheduled reports, and embeddable charts for data visualization.
Dozzle is a lightweight, web-based real-time log viewer for Docker containers. It supports Docker standalone, Swarm mode, and Kubernetes, provides fuzzy search, regex and SQL log queries, multi-host agent mode, and split-screen log viewing — all in a 7 MB container.
Pyroscope is an open-source continuous profiling platform by Grafana Labs that helps identify CPU, memory, and I/O bottlenecks at the line-of-code level. It integrates natively with Grafana for flame graph visualization and supports profiling for Go, Java, Python, Ruby, Node.js, Rust, and .NET applications.
OpenObserve is an open-source, cloud-native observability platform for logs, metrics, traces, and Real User Monitoring (RUM). Designed as a cost-effective alternative to Datadog, Splunk, and Elasticsearch, it achieves 140x lower storage costs through Parquet columnar storage and S3-native architecture.
PM2 is a production-grade process manager for Node.js and Bun applications with a built-in load balancer. With over 42,000 GitHub stars and millions of weekly npm downloads, it keeps applications alive forever, enables zero-downtime reloads, and provides comprehensive process monitoring with cluster mode support.