[{"id": "skill:addyosmani/agent-skills/skills/observability-and-instrumentation", "name": "observability-and-instrumentation", "kind": "skill", "official": false, "desc": "Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.", "repo": "https://github.com/addyosmani/agent-skills/tree/HEAD/skills/observability-and-instrumentation", "install": ["npx skills add addyosmani/agent-skills --skill observability-and-instrumentation"], "stars": 117221, "pushed": "2026-11-14T04:33:56Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:thedotmack/claude-mem/claude-mem-cursor/skills/agent-cost-report", "name": "Agent Cost Report", "kind": "skill", "official": false, "desc": "Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced at OpenRouter list prices (ESTIMATED), measured provider spend when a sanctioned source exists, note-taker cost separate, Timing-style HTML/PDF plus report.json, line-items.csv, evidence.json.", "repo": "https://github.com/thedotmack/claude-mem/tree/HEAD/claude-mem-cursor/skills/agent-cost-report", "install": ["npx skills add thedotmack/claude-mem --skill Agent Cost Report"], "stars": 116897, "pushed": "2026-11-13T18:56:42Z", "license": "Apache-2.0", "plat": "anthropic", "live": "Not checked (runs locally)"}, {"id": "skill:paperclipai/paperclip/.agents/skills/honeycomb-tracing", "name": "honeycomb-tracing", "kind": "skill", "official": false, "desc": "Trace Paperclip runs, requests, and full CI suites in Honeycomb. Use to find traces, diagnose latency, design readable and foldable waterfalls, configure opt-in OpenTelemetry, or add missing spans.", "repo": "https://github.com/paperclipai/paperclip/tree/HEAD/.agents/skills/honeycomb-tracing", "install": ["npx skills add paperclipai/paperclip --skill honeycomb-tracing"], "stars": 113505, "pushed": "2026-11-13T09:51:38Z", "license": "MIT", "plat": "honeycomb", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.netdata/mcp-server", "name": "Netdata", "kind": "mcp", "official": null, "desc": "Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.", "repo": "https://github.com/netdata/netdata", "install": ["https://app.netdata.cloud/api/v1/mcp"], "stars": 81392, "pushed": "2026-11-13T12:42:55Z", "license": "GPL-3.0", "plat": "netdata", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "skill:ComposioHQ/awesome-claude-skills/composio-skills/better-stack-automation", "name": "better-stack-automation", "kind": "skill", "official": false, "desc": "Automate Better Stack tasks via Rube MCP (Composio). Always search tools first for current schemas.", "repo": "https://github.com/ComposioHQ/awesome-claude-skills/tree/HEAD/composio-skills/better-stack-automation", "install": ["npx skills add ComposioHQ/awesome-claude-skills --skill better-stack-automation"], "stars": 79451, "pushed": "2026-09-18T07:16:11Z", "license": null, "plat": "better stack", "live": "Not checked (runs locally)"}, {"id": "skill:ComposioHQ/awesome-claude-skills/composio-skills/bugsnag-automation", "name": "bugsnag-automation", "kind": "skill", "official": false, "desc": "Automate Bugsnag tasks via Rube MCP (Composio). Always search tools first for current schemas.", "repo": "https://github.com/ComposioHQ/awesome-claude-skills/tree/HEAD/composio-skills/bugsnag-automation", "install": ["npx skills add ComposioHQ/awesome-claude-skills --skill bugsnag-automation"], "stars": 79451, "pushed": "2026-09-18T07:16:11Z", "license": null, "plat": "bugsnag", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-devops-cloud/skills/azure-monitor-opentelemetry-ts", "name": "azure-monitor-opentelemetry-ts", "kind": "skill", "official": false, "desc": "Auto-instrument Node.js applications with distributed tracing, metrics, and logs.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-devops-cloud/skills/azure-monitor-opentelemetry-ts", "install": ["npx skills add sickn33/agentic-awesome-skills --skill azure-monitor-opentelemetry-ts"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-devops-cloud/skills/devops-troubleshooter", "name": "devops-troubleshooter", "kind": "skill", "official": false, "desc": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-devops-cloud/skills/devops-troubleshooter", "install": ["npx skills add sickn33/agentic-awesome-skills --skill devops-troubleshooter"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-observability-ir/skills/distributed-tracing", "name": "distributed-tracing", "kind": "skill", "official": false, "desc": "Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-observability-ir/skills/distributed-tracing", "install": ["npx skills add sickn33/agentic-awesome-skills --skill distributed-tracing"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "jaeger, tempo", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-observability-ir/skills/grafana-dashboards", "name": "grafana-dashboards", "kind": "skill", "official": false, "desc": "Create and manage production-ready Grafana dashboards for comprehensive system observability.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-observability-ir/skills/grafana-dashboards", "install": ["npx skills add sickn33/agentic-awesome-skills --skill grafana-dashboards"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "grafana", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-devops-cloud/skills/incident-responder", "name": "incident-responder", "kind": "skill", "official": false, "desc": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-devops-cloud/skills/incident-responder", "install": ["npx skills add sickn33/agentic-awesome-skills --skill incident-responder"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-api-platform-builder/skills/observability-engineer", "name": "observability-engineer", "kind": "skill", "official": false, "desc": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-api-platform-builder/skills/observability-engineer", "install": ["npx skills add sickn33/agentic-awesome-skills --skill observability-engineer"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-observability-ir/skills/on-call-handoff-patterns", "name": "on-call-handoff-patterns", "kind": "skill", "official": false, "desc": "Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-observability-ir/skills/on-call-handoff-patterns", "install": ["npx skills add sickn33/agentic-awesome-skills --skill on-call-handoff-patterns"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-observability-ir/skills/performance-engineer", "name": "performance-engineer", "kind": "skill", "official": false, "desc": "Diagnose performance bottlenecks using profiling, traces, load tests, and observability; verify latency and capacity improvements.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-observability-ir/skills/performance-engineer", "install": ["npx skills add sickn33/agentic-awesome-skills --skill performance-engineer"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-observability-ir/skills/postmortem-writing", "name": "postmortem-writing", "kind": "skill", "official": false, "desc": "Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-observability-ir/skills/postmortem-writing", "install": ["npx skills add sickn33/agentic-awesome-skills --skill postmortem-writing"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:sickn33/agentic-awesome-skills/plugins/aasb-aas-observability-ir/skills/slo-implementation", "name": "slo-implementation", "kind": "skill", "official": false, "desc": "Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets.", "repo": "https://github.com/sickn33/agentic-awesome-skills/tree/HEAD/plugins/aasb-aas-observability-ir/skills/slo-implementation", "install": ["npx skills add sickn33/agentic-awesome-skills --skill slo-implementation"], "stars": 49672, "pushed": "2026-11-13T22:02:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wshobson/agents/plugins/observability-monitoring/skills/distributed-tracing", "name": "distributed-tracing", "kind": "skill", "official": false, "desc": "Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.", "repo": "https://github.com/wshobson/agents/tree/HEAD/plugins/observability-monitoring/skills/distributed-tracing", "install": ["npx skills add wshobson/agents --skill distributed-tracing"], "stars": 42495, "pushed": "2026-11-09T01:08:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wshobson/agents/plugins/observability-monitoring/skills/grafana-dashboards", "name": "grafana-dashboards", "kind": "skill", "official": false, "desc": "Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.", "repo": "https://github.com/wshobson/agents/tree/HEAD/plugins/observability-monitoring/skills/grafana-dashboards", "install": ["npx skills add wshobson/agents --skill grafana-dashboards"], "stars": 42495, "pushed": "2026-11-09T01:08:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wshobson/agents/plugins/observability-monitoring/skills/prometheus-configuration", "name": "prometheus-configuration", "kind": "skill", "official": false, "desc": "Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.", "repo": "https://github.com/wshobson/agents/tree/HEAD/plugins/observability-monitoring/skills/prometheus-configuration", "install": ["npx skills add wshobson/agents --skill prometheus-configuration"], "stars": 42495, "pushed": "2026-11-09T01:08:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wshobson/agents/plugins/python-development/skills/python-observability", "name": "python-observability", "kind": "skill", "official": false, "desc": "Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.", "repo": "https://github.com/wshobson/agents/tree/HEAD/plugins/python-development/skills/python-observability", "install": ["npx skills add wshobson/agents --skill python-observability"], "stars": 42495, "pushed": "2026-11-09T01:08:33Z", "license": "MIT", "plat": "python", "live": "Not checked (runs locally)"}, {"id": "skill:wshobson/agents/plugins/cloud-infrastructure/skills/service-mesh-observability", "name": "service-mesh-observability", "kind": "skill", "official": false, "desc": "Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.", "repo": "https://github.com/wshobson/agents/tree/HEAD/plugins/cloud-infrastructure/skills/service-mesh-observability", "install": ["npx skills add wshobson/agents --skill service-mesh-observability"], "stars": 42495, "pushed": "2026-11-09T01:08:33Z", "license": "MIT", "plat": "service mesh", "live": "Not checked (runs locally)"}, {"id": "skill:wshobson/agents/plugins/observability-monitoring/skills/slo-implementation", "name": "slo-implementation", "kind": "skill", "official": false, "desc": "Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.", "repo": "https://github.com/wshobson/agents/tree/HEAD/plugins/observability-monitoring/skills/slo-implementation", "install": ["npx skills add wshobson/agents --skill slo-implementation"], "stars": 42495, "pushed": "2026-11-09T01:08:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:github/awesome-copilot/skills/appinsights-instrumentation", "name": "appinsights-instrumentation", "kind": "skill", "official": false, "desc": "Instrument a webapp to send useful telemetry data to Azure App Insights", "repo": "https://github.com/github/awesome-copilot/tree/HEAD/skills/appinsights-instrumentation", "install": ["npx skills add github/awesome-copilot --skill appinsights-instrumentation"], "stars": 41140, "pushed": "2026-11-13T21:37:52Z", "license": "MIT", "plat": "azure app insights", "live": "Not checked (runs locally)"}, {"id": "skill:github/awesome-copilot/skills/arize-link", "name": "arize-link", "kind": "skill", "official": false, "desc": "Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with team members. Use when the user wants to link to or open a trace, span, session, dataset, evaluator, or annotation config in the Arize UI.", "repo": "https://github.com/github/awesome-copilot/tree/HEAD/skills/arize-link", "install": ["npx skills add github/awesome-copilot --skill arize-link"], "stars": 41140, "pushed": "2026-11-13T21:37:52Z", "license": "MIT", "plat": "arize", "live": "Not checked (runs locally)"}, {"id": "skill:github/awesome-copilot/skills/aws-cloudwatch-investigation", "name": "aws-cloudwatch-investigation", "kind": "skill", "official": false, "desc": "Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query patterns for structured incident triage.", "repo": "https://github.com/github/awesome-copilot/tree/HEAD/skills/aws-cloudwatch-investigation", "install": ["npx skills add github/awesome-copilot --skill aws-cloudwatch-investigation"], "stars": 41140, "pushed": "2026-11-13T21:37:52Z", "license": "MIT", "plat": "aws", "live": "Not checked (runs locally)"}, {"id": "skill:github/awesome-copilot/skills/incident-postmortem", "name": "incident-postmortem", "kind": "skill", "official": false, "desc": "Use when an outage, production incident, or significant service degradation has occurred and the team needs a blameless post-mortem / RCA document in the Google SRE format. Triggers on phrases like \"write a post-mortem\", \"incident review\", \"what went wrong\", \"outage report\", \"root cause analysis\", \"RCA\", or \"fishbone\". Collects incident inputs from the user, uses a fishbone (Ishikawa) diagram to surface candidate causes, drills the strongest branches with 5 Whys, and produces typed action items.", "repo": "https://github.com/github/awesome-copilot/tree/HEAD/skills/incident-postmortem", "install": ["npx skills add github/awesome-copilot --skill incident-postmortem"], "stars": 41140, "pushed": "2026-11-13T21:37:52Z", "license": "MIT", "plat": "google sre", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/building-cloud-siem-with-sentinel", "name": "building-cloud-siem-with-sentinel", "kind": "skill", "official": false, "desc": "Deploy Microsoft Sentinel as a cloud-native SIEM/SOAR by configuring multi-cloud data connectors (AWS, Azure, GCP), writing KQL detection and hunting queries, and building automated Logic Apps response playbooks. Use when establishing a centralized SOC for multi-cloud environments, migrating from a legacy SIEM, or performing petabyte-scale threat hunting; not for AWS-only setups where Security Hub/GuardDuty suffice or for endpoint EDR needs.", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/building-cloud-siem-with-sentinel", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill building-cloud-siem-with-sentinel"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "microsoft sentinel", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/building-incident-response-dashboard", "name": "building-incident-response-dashboard", "kind": "skill", "official": false, "desc": "Builds real-time incident response dashboards in Splunk, Elastic, or Grafana to provide SOC analysts and leadership with situational awareness during active incidents, tracking affected systems, containment status, IOC spread, and response timeline. Use when IR teams need unified visibility during incident coordination and post-incident reporting. '", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/building-incident-response-dashboard", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill building-incident-response-dashboard"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "splunk", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/detecting-container-drift-at-runtime", "name": "detecting-container-drift-at-runtime", "kind": "skill", "official": false, "desc": "Detects unauthorized runtime drift in containers by monitoring binary execution, filesystem changes, and configuration deviation from the original immutable image, using Falco and Microsoft Defender for Containers. Use when validating immutable-infrastructure controls, hunting for unexpected package installs or binaries written inside a running container, or determining whether a container diverged from the image it was built from. Keywords: drift, immutable infrastructure, new binary executed, ", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/detecting-container-drift-at-runtime", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill detecting-container-drift-at-runtime"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "microsoft defender for containers", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/detecting-container-escape-attempts", "name": "detecting-container-escape-attempts", "kind": "skill", "official": false, "desc": "Detects container escape at runtime across tooling - namespace manipulation, capability abuse, kernel exploits, sensitive host mounts, and anomalous syscalls - and explains which signals matter regardless of whether Falco, Sysdig, auditd, or an EDR is doing the collection. Use when deciding what breakout behaviour to monitor, investigating a suspected Docker or Kubernetes breakout, or comparing escape coverage across runtime sensors. Keywords: container escape, breakout, namespaces, CAP_SYS_ADMI", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/detecting-container-escape-attempts", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill detecting-container-escape-attempts"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "kubernetes", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/detecting-container-escape-with-falco-rules", "name": "detecting-container-escape-with-falco-rules", "kind": "skill", "official": false, "desc": "Writes and tunes Falco rule syntax for container escape detection - conditions, macros, lists, priorities, and output fields - covering host filesystem mounts, sensitive host path access, kernel module loading, and privileged capability abuse, including how to drive down false positives. Use when authoring or tuning a specific Falco rule for breakout behaviour, or triaging a noisy escape-related Falco alert. Keywords: Falco rule, macro, list, condition, priority, falco_rules.local.yaml, tuning, ", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/detecting-container-escape-with-falco-rules", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill detecting-container-escape-with-falco-rules"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "falco", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/detecting-container-runtime-threats-with-falco", "name": "detecting-container-runtime-threats-with-falco", "kind": "skill", "official": false, "desc": "Deploys and operates Falco with the modern eBPF driver in Kubernetes and Docker, covering driver selection, Helm installation, output channels, and the built-in ruleset that detects container escape, namespace abuse, privileged mounts, and anomalous syscalls. Use when standing Falco up on a cluster, choosing between the eBPF and kernel-module drivers, routing Falco alerts into a SIEM or Falcosidekick, or upgrading an existing deployment. Keywords: Falco, modern_ebpf, kernel module, Helm, Falcosi", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/detecting-container-runtime-threats-with-falco", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill detecting-container-runtime-threats-with-falco"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "kubernetes", "live": "Not checked (runs locally)"}, {"id": "skill:mukul975/Anthropic-Cybersecurity-Skills/skills/detecting-cryptomining-in-cloud", "name": "detecting-cryptomining-in-cloud", "kind": "skill", "official": false, "desc": "This skill teaches security teams how to detect and respond to unauthorized cryptocurrency mining operations in cloud environments. It covers identifying cryptomining indicators through compute usage anomalies, network traffic patterns to mining pools, GuardDuty CryptoCurrency findings, and runtime process monitoring on EC2, ECS, EKS, and Azure Automation workloads. '", "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/HEAD/skills/detecting-cryptomining-in-cloud", "install": ["npx skills add mukul975/Anthropic-Cybersecurity-Skills --skill detecting-cryptomining-in-cloud"], "stars": 36105, "pushed": "2026-08-31T04:32:44Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:davila7/claude-code-templates/cli-tool/components/skills/ai-research/datadog-cli", "name": "datadog-cli", "kind": "skill", "official": false, "desc": "Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.", "repo": "https://github.com/davila7/claude-code-templates/tree/HEAD/cli-tool/components/skills/ai-research/datadog-cli", "install": ["npx skills add davila7/claude-code-templates --skill datadog-cli"], "stars": 33495, "pushed": "2026-11-14T03:16:32Z", "license": "MIT", "plat": "datadog", "live": "Not checked (runs locally)"}, {"id": "skill:davila7/claude-code-templates/cli-tool/components/skills/ai-research/observability-langsmith", "name": "observability-langsmith", "kind": "skill", "official": false, "desc": "LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.", "repo": "https://github.com/davila7/claude-code-templates/tree/HEAD/cli-tool/components/skills/ai-research/observability-langsmith", "install": ["npx skills add davila7/claude-code-templates --skill observability-langsmith"], "stars": 33495, "pushed": "2026-11-14T03:16:32Z", "license": "MIT", "plat": "langsmith", "live": "Not checked (runs locally)"}, {"id": "skill:davila7/claude-code-templates/cli-tool/components/skills/ai-research/observability-phoenix", "name": "observability-phoenix", "kind": "skill", "official": false, "desc": "Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production AI systems with real-time insights.", "repo": "https://github.com/davila7/claude-code-templates/tree/HEAD/cli-tool/components/skills/ai-research/observability-phoenix", "install": ["npx skills add davila7/claude-code-templates --skill observability-phoenix"], "stars": 33495, "pushed": "2026-11-14T03:16:32Z", "license": "MIT", "plat": "phoenix", "live": "Not checked (runs locally)"}, {"id": "skill:nanocoai/nanoclaw/.claude/skills/add-dashboard", "name": "add-dashboard", "kind": "skill", "official": false, "desc": "Add a monitoring dashboard to NanoClaw. Installs @nanoco/nanoclaw-dashboard and a pusher that sends periodic JSON snapshots.", "repo": "https://github.com/nanocoai/nanoclaw/tree/HEAD/.claude/skills/add-dashboard", "install": ["npx skills add nanocoai/nanoclaw --skill add-dashboard"], "stars": 31114, "pushed": "2026-11-13T20:45:07Z", "license": "MIT", "plat": "nanoclaw", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/application-integration-troubleshooting", "name": "application-integration-troubleshooting", "kind": "skill", "official": false, "desc": "Diagnoses failed, stuck, or silent Google Cloud Application Integration runs and Integration Connectors tasks using the REST API, Cloud Logging, and Cloud Monitoring. Use when an integration fails, returns HTTP 200 without doing the expected work, hangs in a suspended or retry state, or hits IAM, run-as service account, connector health, or quota errors. Do not use for initial region provisioning (use application-integration-basics) or building and deploying versions (use application-integration", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/application-integration-troubleshooting", "install": ["npx skills add google/skills --skill application-integration-troubleshooting"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/bigquery-observability", "name": "bigquery-observability", "kind": "skill", "official": false, "desc": "Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA, Cloud Monitoring, and the REST API. Use when the telemetry to fetch is already known, selecting telemetry tools, writing performant INFORMATION_SCHEMA queries, retrieving telemetry for diagnosing single-job performance bottlenecks, investigating slot contention, job concurrency and queue latency, analyzing reservation capacity, utilization and autosca", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/bigquery-observability", "install": ["npx skills add google/skills --skill bigquery-observability"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "bigquery", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/bigquery-troubleshooting", "name": "bigquery-troubleshooting", "kind": "skill", "official": false, "desc": "Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system performance issues, or unexpectedly expensive workloads. Use when interpreting symptoms, isolating bottlenecks, diagnosing cost spikes (on-demand query spend, capacity slot autoscaling, storage growth), execution graph stages or substep variables, identifying root causes, and determining remediation steps. Don'", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/bigquery-troubleshooting", "install": ["npx skills add google/skills --skill bigquery-troubleshooting"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "bigquery", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-logging-configuration-basics", "name": "cloud-logging-configuration-basics", "kind": "skill", "official": false, "desc": "Configure single-project Cloud Logging on Google Cloud: regional log buckets, log sinks, log views, restricting or hiding sensitive logs in the default view (_Default) filter, IAM permissions for views (Logs View Accessor, IAM conditions), logs-based metrics, log exclusions, and sampling. Don't use for cross-project logging or multi-project setups.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-logging-configuration-basics", "install": ["npx skills add google/skills --skill cloud-logging-configuration-basics"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "cloud logging", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-logging-cross-project-configuration", "name": "cloud-logging-cross-project-configuration", "kind": "skill", "official": false, "desc": "Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from multiple projects/folders/organizations to a central log bucket. - Creating cross-project log sinks and configuring central log buckets. - Troubleshooting cross-project routing. Don't use for single-project basic configurations.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-logging-cross-project-configuration", "install": ["npx skills add google/skills --skill cloud-logging-cross-project-configuration"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "cloud logging", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-logging-query-generation", "name": "cloud-logging-query-generation", "kind": "skill", "official": false, "desc": "Generates Logging Query Language (LQL) queries for Cloud Logging on Google Cloud from natural language. Use this skill when you need to query log data or when you are debugging issues. You can filter log data by Google Cloud service. Don't use this skill to query other databases, such as SQL or Cloud Spanner.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-logging-query-generation", "install": ["npx skills add google/skills --skill cloud-logging-query-generation"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-monitoring-alert-configuration", "name": "cloud-monitoring-alert-configuration", "kind": "skill", "official": false, "desc": "Configures Cloud Monitoring alerting policies using Terraform and PromQL across Cloud Run, Google Kubernetes Engine (GKE), Compute Engine, AI Hypercomputer reservations, Vertex AI Agent Engine, and generic Google Cloud resources. Use when creating, reviewing, migrating, or deduplicating Terraform alerting policies for latency, traffic, error rates, saturation, host or reservation maintenance, GPU XID insights, or AI agent telemetry. Don't use for standalone PromQL query authoring without alertin", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-monitoring-alert-configuration", "install": ["npx skills add google/skills --skill cloud-monitoring-alert-configuration"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-monitoring-chart-generation", "name": "cloud-monitoring-chart-generation", "kind": "skill", "official": false, "desc": "Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or ListTimeSeries queries. Use when: - Generating valid google.monitoring.dashboard.v1.Widget textprotos, containing PrometheusQuery or TimeSeriesFilter datasets, for use with the Cloud Monitoring Dashboards API, gcloud CLI, or declarative dashboard definitions. - Synthesizing Server-Driven UI (SDUI) widget titles, axis labels, and plot types for Prometheus or Lis", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-monitoring-chart-generation", "install": ["npx skills add google/skills --skill cloud-monitoring-chart-generation"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-monitoring-list-time-series-request", "name": "cloud-monitoring-list-time-series-request", "kind": "skill", "official": false, "desc": "Generates valid Cloud Monitoring ListTimeSeries requests and aggregation specifications from metric descriptors and resource parameters. Use when asked to create, generate, format, or build ListTimeSeries requests, JSON payloads, filter expressions, or aligner/reducer aggregations for Cloud Monitoring metrics and charts. Don't use for metric discovery or metric selection.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-monitoring-list-time-series-request", "install": ["npx skills add google/skills --skill cloud-monitoring-list-time-series-request"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-monitoring-metric-selection", "name": "cloud-monitoring-metric-selection", "kind": "skill", "official": false, "desc": "Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud Storage, etc.). Use when asked to find, list, search, or discover GCP metric types, names, kind/value schemas, or descriptors.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-monitoring-metric-selection", "install": ["npx skills add google/skills --skill cloud-monitoring-metric-selection"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-monitoring-notification-channels-configuration", "name": "cloud-monitoring-notification-channels-configuration", "kind": "skill", "official": false, "desc": "Generates Terraform HCL configurations for Cloud Monitoring notification channels (`google_monitoring_notification_channel`) and adds notification channels to alerting policies (`google_monitoring_alert_policy`) in Google Cloud projects. Use when creating or configuring email, SMS, Slack, PagerDuty, Pub/Sub, or webhook notification channels, verifying Pub/Sub topic compatibility (including cross-project topics, message storage policies, and in-transit enforcement) and publishing permissions for ", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-monitoring-notification-channels-configuration", "install": ["npx skills add google/skills --skill cloud-monitoring-notification-channels-configuration"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-monitoring-promql-query", "name": "cloud-monitoring-promql-query", "kind": "skill", "official": false, "desc": "Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or format PromQL queries, PromQL strings, or PromQL aggregations for Cloud Monitoring metrics and resources. Don't use for raw metric discovery or metric selection.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-monitoring-promql-query", "install": ["npx skills add google/skills --skill cloud-monitoring-promql-query"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-network-insights", "name": "cloud-network-insights", "kind": "skill", "official": false, "desc": "Guides and automates setup, onboarding, and synthetic monitoring operations for Cloud Network Insights in Google Cloud and Broadcom AppNeta. Use when enabling Cloud Network Insights, deploying or troubleshooting Monitoring Points across cloud and on-premises environments, configuring Network or Web monitoring policies and AppNeta alarm rules, configuring alert policies, querying path alarms and performance metrics, or verifying synthetic path reachability. Don't use for generic network observabi", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-network-insights", "install": ["npx skills add google/skills --skill cloud-network-insights"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-run-alert-configuration", "name": "cloud-run-alert-configuration", "kind": "skill", "official": false, "desc": "Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices. Use when analyzing, recommending, writing, or deploying Terraform PromQL alerting policies to monitor Cloud Run error rates (4xx/5xx), request latency, container instance saturation (warning/critical), container CPU/memory utilization and allocation, billable instance time, job execution status, and worker pool queue backlog. Don't us", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-run-alert-configuration", "install": ["npx skills add google/skills --skill cloud-run-alert-configuration"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/cloud-trace-querying", "name": "cloud-trace-querying", "kind": "skill", "official": false, "desc": "Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks across Google Cloud services. Use when investigating slow requests, analyzing trace hierarchies, or resolving latency regressions. Do NOT use for querying non-GCP telemetry or database query optimization outside Cloud Trace.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/cloud-trace-querying", "install": ["npx skills add google/skills --skill cloud-trace-querying"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-handle-disruption-gpu-tpu", "name": "gke-ai-troubleshooting-handle-disruption-gpu-tpu", "kind": "skill", "official": false, "desc": "Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and TPU workloads on GKE. Use when diagnosing node disruptions, predicting host maintenance events on GPU/TPU nodepools, inspecting node interruption PromQL metrics, auditing node taints, or configuring workload protection strategies (graceful termination, opportunistic maintenance, PodDisruptionBudgets). Don't use for general GKE cluster creation, networ", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-handle-disruption-gpu-tpu", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-handle-disruption-gpu-tpu"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-jobset-interruption", "name": "gke-ai-troubleshooting-jobset-interruption", "kind": "skill", "official": false, "desc": "Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart loops, spot VM preemptions, node readiness failures, host VM issues, or coordinator worker crashes. Don't use for general GKE cluster creation, basic workload deployment, or non-JobSet application issues.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-jobset-interruption", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-jobset-interruption"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-node-unresponsive-timeout", "name": "gke-ai-troubleshooting-node-unresponsive-timeout", "kind": "skill", "official": false, "desc": "Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown (\"Kubelet stopped posting node status\") due to host kernel panics, hardware lockups, or disabled node auto-repair. Use when nodes stop heartbeating beyond the node auto-repair threshold and pods remain stuck in Terminating. Don't use for healthy nodes, pod-only application crashes, or routine GKE upgrades.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-node-unresponsive-timeout", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-node-unresponsive-timeout"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-dynamic-slices-monitoring", "name": "gke-ai-troubleshooting-tpu-dynamic-slices-monitoring", "kind": "skill", "official": false, "desc": "Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating single-slice or multi-slice (JobSet) workload manifests, or safely patching stuck finalizers and disabling the slice controller. Don't use for generic GKE cluster node pool creation or standard non-TPU workload management (use gke-basics or gke-cluster-creation instead).", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-dynamic-slices-monitoring", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-dynamic-slices-monitoring"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-metrics-monitoring", "name": "gke-ai-troubleshooting-tpu-metrics-monitoring", "kind": "skill", "official": false, "desc": "Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. Use when monitoring TensorCore duty cycle, TPU memory, node readiness, multi-host TPU node pool availability, host maintenance or preemption interruptions, and calculating MTTR or MTBI metrics for GKE TPUs. Don't use for general non-TPU GKE workload monitoring or non-metric TPU debugging.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-metrics-monitoring", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-metrics-monitoring"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-mxla-hang", "name": "gke-ai-troubleshooting-tpu-mxla-hang", "kind": "skill", "official": false, "desc": "Diagnose GKE Cloud TPU multi-slice training hangs (Megascale `HANG_DETECTED` logs and hang monitored events) using the ML Diagnostics `Megascale XLA (MXLA) Hang Analyzer` (`gcloud alpha mldiagnostics monitored-events`) and 1-minute Cloud Monitoring multi-slice latency metrics (`kubernetes.io/container/multislice/*`). Distinguishes XLA compiler/HLO launch divergence and host data-input stalls from TPU chip, SparseCore, ICI, or network fabric faults. Use when multi-slice TPU training jobs freeze w", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-mxla-hang", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-mxla-hang"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-partition-overlap", "name": "gke-ai-troubleshooting-tpu-partition-overlap", "kind": "skill", "official": false, "desc": "Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or their nodes are already used by another slice or JobSet. Use when diagnosing GKE TPU slice creation failures with SliceCreationFailed partition or node conflicts. Don't use for general slice lifecycle states or slice provisioning failures without node overlap (use gke-ai-troubleshooting-tpu-dynamic-slices-monitoring), quota exhaustion, or unresponsive", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-partition-overlap", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-partition-overlap"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-performance-degradation", "name": "gke-ai-troubleshooting-tpu-performance-degradation", "kind": "skill", "official": false, "desc": "Diagnose GKE Cloud TPU training throughput drops and step-time regressions (15%+ TPU duty-cycle drop) using ML Diagnostics Workload Monitoring (`gcloud alpha mldiagnostics monitored-events` / `hypercomputecluster.googleapis.com/v1alpha`) and 1-minute Cloud Monitoring system metrics (`kubernetes.io/node/accelerator/*`). Distinguishes hardware and network fabric throttling from workload resource bottlenecks (HBM capacity, host memory, or host CPU saturation). Use when TPU training throughput or du", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-performance-degradation", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-performance-degradation"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-reservation-stockout", "name": "gke-ai-troubleshooting-tpu-reservation-stockout", "kind": "skill", "official": false, "desc": "Diagnose and resolve cluster-wide GKE TPU node pool creation or scale-up failures caused by Compute Engine reservation stockouts (GCE_STOCKOUT, ZONE_RESOURCE_POOL_EXHAUSTED) when existing unhealthy or NotReady TPU node pools in the cluster have node auto-repair disabled and hold reserved TPU capacity. Use when TPU node pool creation or scale-up fails with GCE_STOCKOUT, ZONE_RESOURCE_POOL_EXHAUSTED, or ZONE_RESOURCE_POOL_EXHAUSTED_WITH_DETAILS despite having a specific Compute Engine TPU reservat", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-reservation-stockout", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-reservation-stockout"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-slice-mig-stuck-updating", "name": "gke-ai-troubleshooting-tpu-slice-mig-stuck-updating", "kind": "skill", "official": false, "desc": "Diagnose and resolve GKE TPU Dynamic Slice creation and JobSet scheduling failures blocked by underlying Compute Engine managed instance groups (MIGs) stuck in an updating or unstable state (isStable=False). Use when TPU slice creation fails with a SliceCreationFailed status reason, when JobSets remain stuck in pending, or when MIG status reflects isStable=False or versionTarget.isReached=False during TPU slice formation. Don't use for SliceCreationFailed causes unrelated to MIG stability (use g", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-slice-mig-stuck-updating", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-slice-mig-stuck-updating"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-vbar-oom", "name": "gke-ai-troubleshooting-tpu-vbar-oom", "kind": "skill", "official": false, "desc": "Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE caused by race conditions during TPU device resets or high-frequency metrics polling. Use when troubleshooting vbar_control_agent crashes, memory cgroup OOMs in serial console logs, tpu-device-plugin metrics checksum corruption errors, or custom TPU metrics collection conflicts on GKE TPU v6e nodes. Don't use for general non-TPU container OOM troubleshoo", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-vbar-oom", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-vbar-oom"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-ai-troubleshooting-tpu-vm-repair-stuck", "name": "gke-ai-troubleshooting-tpu-vm-repair-stuck", "kind": "skill", "official": false, "desc": "Diagnose GKE TPU VM instances stuck in Compute Engine repair (REPAIRING state) after host errors, maintenance events, or faulty host reports in single-host, multi-host, dynamic slicing, and TPU All Capacity mode node pools. Use when TPU instances in a slice node pool remain in REPAIRING, host error events appear in audit logs, or TPU slices are unschedulable due to a VM in repair. Don't use for nodes reporting Ready: Unknown when no VM is in REPAIRING (use gke-ai-troubleshooting-node-unresponsiv", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-ai-troubleshooting-tpu-vm-repair-stuck", "install": ["npx skills add google/skills --skill gke-ai-troubleshooting-tpu-vm-repair-stuck"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-alert-configuration", "name": "gke-alert-configuration", "kind": "skill", "official": false, "desc": "Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus. Use when writing, analyzing, validating, or deploying Terraform alerting policies to monitor GKE service latency, traffic, error rates using Multi-Window Multi-Burn-Rate SLO alerts, memory saturation, and cluster health such as CrashLoopBackOff and Node NotReady conditions. Don't use for non-GKE compute runtimes such as stand", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-alert-configuration", "install": ["npx skills add google/skills --skill gke-alert-configuration"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "gke", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-cost-analysis", "name": "gke-cost-analysis", "kind": "skill", "official": false, "desc": "Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics. Use when querying GKE costs across projects, namespaces, or workloads, analyzing billing reports in BigQuery (`bq`), checking cluster cost budgets (`gcloud billing`), or diagnosing cost drivers like pod requests vs. actual utilization (`kubectl top`). Don't use for applying cost optimization changes, creating rightsizi", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-cost-analysis", "install": ["npx skills add google/skills --skill gke-cost-analysis"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google kubernetes engine (gke)", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-node-notready", "name": "gke-node-notready", "kind": "skill", "official": false, "desc": "Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then proposing safe remediations. Use when nodes show NotReady, when the kubelet stops posting node status, or when workloads are evicted or stuck Pending due to node health. Don't use for pod-level application failures (use gke-workload-troubleshooting), autoscaler scale-up/scale-down decisions (use gke-cluster-autoscaler), or non-GKE compute.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-node-notready", "install": ["npx skills add google/skills --skill gke-node-notready"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google kubernetes engine (gke)", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/gke-observability", "name": "gke-observability", "kind": "skill", "official": false, "desc": "Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Prometheus metrics collection, to diagnose GKE control plane, API server, admission webhook, etcd storage, node registration or label, and pod eviction, preemption, or scheduling issues using GKE metrics, Kubernetes events, and Cloud Logging, and to troubleshoot Managed Service for Prometheus (GMP) issues such as missing metr", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/gke-observability", "install": ["npx skills add google/skills --skill gke-observability"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google kubernetes engine (gke)", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/google-cloud-filestore-autoscale", "name": "google-cloud-filestore-autoscale", "kind": "skill", "official": false, "desc": "Inspects Filestore capacity and utilization on Google Cloud, evaluates storage scaling rules, and performs capacity autoscaling (scale UP for low free space or scale DOWN for cost optimization). Use when monitoring Filestore instance headroom, resizing instance shares, configuring automated growth/shrink thresholds (custom thresholds apply globally across projects in session memory), or preventing out-of-space outages. Don't use for Cloud Storage (GCS) buckets, Persistent Disk block storage, or ", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/google-cloud-filestore-autoscale", "install": ["npx skills add google/skills --skill google-cloud-filestore-autoscale"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/google-cloud-filestore-log-troubleshooting", "name": "google-cloud-filestore-log-troubleshooting", "kind": "skill", "official": false, "desc": "Diagnoses and resolves Filestore client mount failures on Google Cloud, permission errors (EACCES), and network timeouts (ETIMEDOUT). Use when an NFS mount hangs or fails from a Compute Engine VM, GKE pod, Cloud Run service, or Vertex AI workload, when `mount.nfs` reports \"Connection timed out\" or \"access denied by server\", when checking whether VPC ingress firewall rules or `nfsExportOptions` allow a client IP, or when a previously working Filestore share suddenly stops mounting after an admini", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/google-cloud-filestore-log-troubleshooting", "install": ["npx skills add google/skills --skill google-cloud-filestore-log-troubleshooting"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/google-cloud-networking-observability", "name": "google-cloud-networking-observability", "kind": "skill", "official": false, "desc": "Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Private Service Connect / PSC, serverless / App Engine Direct VPC, and cost estimation), NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics. Don't use for generic VM management or non-observability tasks.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/google-cloud-networking-observability", "install": ["npx skills add google/skills --skill google-cloud-networking-observability"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/google-cloud-slo-alert-configuration", "name": "google-cloud-slo-alert-configuration", "kind": "skill", "official": false, "desc": "Configures Cloud Monitoring PromQL-based Service Level Objective (SLO) alerting policies on Google Cloud for resources registered in App Hub or individually specified. Generates Terraform output. Use when the user asks to configure an SLO or Service Level Objective. Don't use for standard alerting policies.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/google-cloud-slo-alert-configuration", "install": ["npx skills add google/skills --skill google-cloud-slo-alert-configuration"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/google-cloud-waf-cost-optimization", "name": "google-cloud-waf-cost-optimization", "kind": "skill", "official": false, "desc": "Evaluates Google Cloud workloads for cost efficiency and FinOps alignment using the Google Cloud Well-Architected Framework Cost Optimization pillar. Use when the user asks to analyze Google Cloud spend, reduce cloud bills, rightsize resources (for example, Compute, GKE, Storage, Databases), evaluate discount options (for example, CUDs, SUDs, Spot VMs), or eliminate idle capacity. Do not use for standalone product pricing lookups or non-cost architecture design.", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/google-cloud-waf-cost-optimization", "install": ["npx skills add google/skills --skill google-cloud-waf-cost-optimization"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:google/skills/skills/cloud/google-cloud-waf-operational-excellence", "name": "google-cloud-waf-operational-excellence", "kind": "skill", "official": false, "desc": "Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework (WAF). Use when the user asks about operations-related topics like capacity management, change management, incident and problem management, configuration management, deployment automation using infrastructure as code (IaC), or", "repo": "https://github.com/google/skills/tree/HEAD/skills/cloud/google-cloud-waf-operational-excellence", "install": ["npx skills add google/skills --skill google-cloud-waf-operational-excellence"], "stars": 24146, "pushed": "2026-11-13T17:51:35Z", "license": "Apache-2.0", "plat": "google cloud", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/system-profile", "name": "system-profile", "kind": "skill", "official": false, "desc": "Profile a target (script, process, GPU, memory, interconnect) for performance analysis. Use when user says \\\"profile\\\", \\\"benchmark\\\", \\\"bottleneck\\\", or wants performance analysis.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/skills-codex/system-profile", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill system-profile"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/training-check", "name": "training-check", "kind": "skill", "official": false, "desc": "Interactively monitor training metrics from the current Codex session, periodically checking WandB or fallback logs for NaN, divergence, plateaus, and broken runs.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/skills-codex/training-check", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill training-check"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "wandb", "live": "Not checked (runs locally)"}, {"id": "skill:wanshuiyin/Auto-claude-code-research-in-sleep/skills/training-check", "name": "training-check", "kind": "skill", "official": false, "desc": "Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.", "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/tree/HEAD/skills/training-check", "install": ["npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill training-check"], "stars": 19162, "pushed": "2026-11-11T07:39:57Z", "license": "MIT", "plat": "weights & biases", "live": "Not checked (runs locally)"}, {"id": "skill:kubesphere/kubesphere/skills/kubeeye", "name": "kubeeye", "kind": "skill", "official": false, "desc": "Use when deploying KubeEye for cluster inspection, creating InspectRule/InspectPlan resources, or retrieving inspection results. Covers InstallPlan-based deployment, OPA/PromQL/FileChange/Sysctl/Systemd/NodeInfo/FileFilter/ServiceConnect/CustomCommand rule types, and report retrieval. Always consult this skill when the user mentions KubeEye, cluster inspection, InspectRule, InspectPlan, or inspection reports.", "repo": "https://github.com/kubesphere/kubesphere/tree/HEAD/skills/kubeeye", "install": ["npx skills add kubesphere/kubesphere --skill kubeeye"], "stars": 17078, "pushed": "2026-07-15T01:14:39Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:ccfos/nightingale", "name": "nightingale", "kind": "mcp", "official": null, "desc": "Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.", "repo": "https://github.com/ccfos/nightingale", "install": [], "stars": 13489, "pushed": null, "license": null, "plat": "alerting", "live": "Not checked (runs locally)"}, {"id": "skill:Jeffallan/claude-skills/skills/chaos-engineer", "name": "chaos-engineer", "kind": "skill", "official": false, "desc": "Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, rollback procedures, and post-mortem templates. Use when designing chaos experiments, implementing failure injection frameworks, or conducting game day exercises. Invoke for chaos experiments, resilience testing, blast radius control, game days, antifragile systems, fault injection, Chaos Monkey, Litmus Chaos.", "repo": "https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/chaos-engineer", "install": ["npx skills add Jeffallan/claude-skills --skill chaos-engineer"], "stars": 12355, "pushed": "2026-11-11T08:34:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Jeffallan/claude-skills/skills/monitoring-expert", "name": "monitoring-expert", "kind": "skill", "official": false, "desc": "Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments distributed tracing. Implements Prometheus/Grafana stacks, conducts load testing, performs application profiling, and plans infrastructure capacity. Use when setting up application monitoring, adding observability to services, debugging production issues with logs/metrics/traces, running load tests with k6 or Artillery, profiling CPU/memory bottle", "repo": "https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/monitoring-expert", "install": ["npx skills add Jeffallan/claude-skills --skill monitoring-expert"], "stars": 12355, "pushed": "2026-11-11T08:34:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:Jeffallan/claude-skills/skills/sre-engineer", "name": "sre-engineer", "kind": "skill", "official": false, "desc": "Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for production systems. Use when defining SLIs/SLOs, managing error budgets, building reliable systems at scale, incident management, chaos engineering, toil reduction, or capacity planning.", "repo": "https://github.com/Jeffallan/claude-skills/tree/HEAD/skills/sre-engineer", "install": ["npx skills add Jeffallan/claude-skills --skill sre-engineer"], "stars": 12355, "pushed": "2026-11-11T08:34:48Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:anbeime/skill/skills/antinet-provenance", "name": "antinet-provenance", "kind": "skill", "official": false, "desc": "软件开发工程师与信息安全分析师在构建多智能体系统时，当需全链路可观测与安全审计，请用此技能。它自动收集操作日志，生成可追溯证据链与向量索引，开箱即用实现系统审计与精准回放，让Agent运行安全透明。", "repo": "https://github.com/anbeime/skill/tree/HEAD/skills/antinet-provenance", "install": ["npx skills add anbeime/skill --skill antinet-provenance"], "stars": 9543, "pushed": "2026-11-14T02:12:26Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:anbeime/skill/antinet-agentteams/skills/provenance", "name": "provenance", "kind": "skill", "official": false, "desc": "收集系统全链路操作日志，生成可追溯的执行证据链与向量索引，是多智能体系统可观测性与安全审计的底座。", "repo": "https://github.com/anbeime/skill/tree/HEAD/antinet-agentteams/skills/provenance", "install": ["npx skills add anbeime/skill --skill provenance"], "stars": 9543, "pushed": "2026-11-14T02:12:26Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:dev.openstatus/mcp", "name": "openstatus", "kind": "mcp", "official": null, "desc": "Manage monitors, status pages, incidents and maintenances in your openstatus workspace.", "repo": "https://github.com/openstatusHQ/openstatus", "install": ["https://api.openstatus.dev/mcp"], "stars": 9259, "pushed": "2026-11-12T19:51:41Z", "license": "AGPL-3.0", "plat": "openstatus", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:com.oneuptime/mcp", "name": "OneUptime", "kind": "mcp", "official": null, "desc": "Manage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime.", "repo": "https://github.com/OneUptime/oneuptime", "install": ["https://oneuptime.com/mcp"], "stars": 7816, "pushed": "2026-11-13T06:59:40Z", "license": "NOASSERTION", "plat": "oneuptime", "live": "Live · 1045 ms · 351 tools · `list_logs` asked for an API key (checked 2026-11-13)"}, {"id": "skill:tech-leads-club/agent-skills/packages/skills-catalog/skills/(monitoring)/sentry", "name": "sentry", "kind": "skill", "official": false, "desc": "Inspect Sentry issues, summarize production errors, and pull health data via the Sentry API (read-only). Use when user says \"check Sentry\", \"what errors in production?\", \"summarize Sentry issues\", \"recent crashes\", or \"production error report\". Requires SENTRY_AUTH_TOKEN. Do NOT use for setting up Sentry SDK, configuring alerts, or non-Sentry error monitoring.", "repo": "https://github.com/tech-leads-club/agent-skills/tree/HEAD/packages/skills-catalog/skills/(monitoring)/sentry", "install": ["npx skills add tech-leads-club/agent-skills --skill sentry"], "stars": 7167, "pushed": "2026-11-12T00:59:29Z", "license": "NOASSERTION", "plat": "sentry", "live": "Not checked (runs locally)"}, {"id": "skill:zebbern/claude-code-guide/skills/http-load-profiler", "name": "http-load-profiler", "kind": "skill", "official": false, "desc": "Run stepped HTTP load tests with ab/wrk, ramping concurrency levels to collect p50/p90/p99 latency, detect performance inflection points, and recommend optimal concurrency. Triggered by requests like 'load test this URL', 'benchmark my API', 'find the max concurrency', or mentions of p99 latency, throughput saturation, or capacity planning.", "repo": "https://github.com/zebbern/claude-code-guide/tree/HEAD/skills/http-load-profiler", "install": ["npx skills add zebbern/claude-code-guide --skill http-load-profiler"], "stars": 4708, "pushed": "2026-11-14T00:35:12Z", "license": "MIT", "plat": "ab, wrk", "live": "Not checked (runs locally)"}, {"id": "skill:zebbern/claude-code-guide/skills/log-error-digest", "name": "log-error-digest", "kind": "skill", "official": false, "desc": "Analyze log files to troubleshoot errors, identify peak error periods, and produce error clustering, frequency statistics, and time distribution reports. Supports JSON, syslog, and Nginx formats with automatic detection. Use when a user uploads a .log file and asks to analyze errors, find patterns, debug issues, or get distribution stats.", "repo": "https://github.com/zebbern/claude-code-guide/tree/HEAD/skills/log-error-digest", "install": ["npx skills add zebbern/claude-code-guide --skill log-error-digest"], "stars": 4708, "pushed": "2026-11-14T00:35:12Z", "license": "MIT", "plat": "json, syslog, nginx", "live": "Not checked (runs locally)"}, {"id": "skill:zebbern/claude-code-guide/skills/wireshark-analysis", "name": "wireshark-analysis", "kind": "skill", "official": false, "desc": "This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"detect network anomalies\", \"investigate suspicious traffic\", or \"perform protocol analysis\". It provides comprehensive techniques for network packet capture, filtering, and analysis using Wireshark.", "repo": "https://github.com/zebbern/claude-code-guide/tree/HEAD/skills/wireshark-analysis", "install": ["npx skills add zebbern/claude-code-guide --skill wireshark-analysis"], "stars": 4708, "pushed": "2026-11-14T00:35:12Z", "license": "MIT", "plat": "wireshark", "live": "Not checked (runs locally)"}, {"id": "skill:expo/skills/plugins/expo/skills/eas-observe", "name": "eas-observe", "kind": "skill", "official": false, "desc": "Use for anything related to EAS Observe - adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive and ObserveInteractiveMarker, the useObserve hook, the Expo Router / React Navigation integrations for per-route metrics, the expo-image and Reanimated integrations, user-defined events via `Observe.logEvent`, error reporting via ObserveErrorBoundary and `Observe.reportError`, native crash reporting, source map upload for symbolicated stack traces, and runtime confi", "repo": "https://github.com/expo/skills/tree/HEAD/plugins/expo/skills/eas-observe", "install": ["npx skills add expo/skills --skill eas-observe"], "stars": 4131, "pushed": "2026-11-13T12:55:41Z", "license": "MIT", "plat": "eas", "live": "Not checked (runs locally)"}, {"id": "skill:expo/skills/plugins/expo/skills/eas-update-insights", "name": "eas-update-insights", "kind": "skill", "official": false, "desc": "Check the health of published EAS Update: crash rates, install/launch counts, unique users, payload size, and the split between embedded and OTA users per channel. Use when the user asks how an update is performing, whether a rollout is healthy, how many users are on the embedded build vs OTA, or wants to gate CI on update health.", "repo": "https://github.com/expo/skills/tree/HEAD/plugins/expo/skills/eas-update-insights", "install": ["npx skills add expo/skills --skill eas-update-insights"], "stars": 4131, "pushed": "2026-11-13T12:55:41Z", "license": "MIT", "plat": "eas", "live": "Not checked (runs locally)"}, {"id": "skill:NVIDIA/skills/skills/nemo-relay-plugin-observability", "name": "nemo-relay-plugin-observability", "kind": "skill", "official": false, "desc": "Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF events, ATIF trajectories, OpenTelemetry, OpenInference, or custom event handling.", "repo": "https://github.com/NVIDIA/skills/tree/HEAD/skills/nemo-relay-plugin-observability", "install": ["npx skills add NVIDIA/skills --skill nemo-relay-plugin-observability"], "stars": 3954, "pushed": "2026-11-12T14:09:43Z", "license": "Apache-2.0", "plat": "nemo relay", "live": "Not checked (runs locally)"}, {"id": "skill:foryourhealth111-pixel/Vibe-Skills/bundled/skills/providing-performance-optimization-advice", "name": "providing-performance-optimization-advice", "kind": "skill", "official": false, "desc": "Produce a prioritized performance-optimization roadmap across frontend, backend, and infrastructure. Use as an explicit/manual helper after bottlenecks are known or suspected, not as the owner of regression detection, profiling capture, or test execution.", "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/HEAD/bundled/skills/providing-performance-optimization-advice", "install": ["npx skills add foryourhealth111-pixel/Vibe-Skills --skill providing-performance-optimization-advice"], "stars": 3816, "pushed": "2026-11-09T07:33:42Z", "license": "Apache-2.0", "plat": "performance optimization", "live": "Not checked (runs locally)"}, {"id": "skill:foryourhealth111-pixel/Vibe-Skills/bundled/skills/sentry", "name": "sentry", "kind": "skill", "official": false, "desc": "Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`.", "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/HEAD/bundled/skills/sentry", "install": ["npx skills add foryourhealth111-pixel/Vibe-Skills --skill sentry"], "stars": 3816, "pushed": "2026-11-09T07:33:42Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/all-skills/skills/datadog-automation", "name": "datadog-automation", "kind": "skill", "official": false, "desc": "Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/all-skills/skills/datadog-automation", "install": ["npx skills add davepoon/buildwithclaude --skill datadog-automation"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "datadog", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/claude-ops/skills/ops-fires", "name": "ops-fires", "kind": "skill", "official": false, "desc": "Production incidents dashboard. Reads ECS health, Sentry errors, CI failures. Offers to dispatch fix agents for active fires.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/claude-ops/skills/ops-fires", "install": ["npx skills add davepoon/buildwithclaude --skill ops-fires"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "ecs, sentry, ci", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/claude-ops/skills/ops-monitor", "name": "ops-monitor", "kind": "skill", "official": false, "desc": "Unified APM and monitoring surface. Polls Datadog, New Relic, and OpenTelemetry backends for active alerts, error traces, and entity health. Use --watch for live polling every 60 seconds. Use --setup to configure monitoring credentials.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/claude-ops/skills/ops-monitor", "install": ["npx skills add davepoon/buildwithclaude --skill ops-monitor"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "datadog, new relic, opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/claude-ops/skills/ops-status", "name": "ops-status", "kind": "skill", "official": false, "desc": "Lightweight green/red status panel for every configured integration. No gather, no actions.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/claude-ops/skills/ops-status", "install": ["npx skills add davepoon/buildwithclaude --skill ops-status"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/all-skills/skills/pagerduty-automation", "name": "pagerduty-automation", "kind": "skill", "official": false, "desc": "Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/all-skills/skills/pagerduty-automation", "install": ["npx skills add davepoon/buildwithclaude --skill pagerduty-automation"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "pagerduty", "live": "Not checked (runs locally)"}, {"id": "skill:davepoon/buildwithclaude/plugins/all-skills/skills/sentry-automation", "name": "sentry-automation", "kind": "skill", "official": false, "desc": "Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.", "repo": "https://github.com/davepoon/buildwithclaude/tree/HEAD/plugins/all-skills/skills/sentry-automation", "install": ["npx skills add davepoon/buildwithclaude --skill sentry-automation"], "stars": 3743, "pushed": "2026-11-13T07:12:33Z", "license": "MIT", "plat": "sentry", "live": "Not checked (runs locally)"}, {"id": "skill:nexu-io/nexu/skills/localdev/datadog", "name": "datadog", "kind": "skill", "official": false, "desc": "Use when the user says \"check Datadog\", \"查 Datadog\", \"查日志\", \"check logs\", \"crash logs\", \"查 crash\", \"gateway crash\", \"查告警\", \"check alerts\", \"check metrics\", or needs to investigate production issues via Datadog Logs API.", "repo": "https://github.com/nexu-io/nexu/tree/HEAD/skills/localdev/datadog", "install": ["npx skills add nexu-io/nexu --skill datadog"], "stars": 3296, "pushed": "2026-04-26T13:40:30Z", "license": "MIT", "plat": "datadog", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-skills/skills/appinsights-instrumentation", "name": "appinsights-instrumentation", "kind": "skill", "official": false, "desc": "Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-skills/skills/appinsights-instrumentation", "install": ["npx skills add microsoft/skills --skill appinsights-instrumentation"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure application insights", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-typescript/skills/applicationinsights-web-ts", "name": "applicationinsights-web-ts", "kind": "skill", "official": false, "desc": "Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, exceptions, custom events, and browser-side GenAI agent traces correlated to backend OpenTelemetry traces. Covers SDK Loader Script and npm setup, framework extensions (React, React Native, Angular), Click Analytics, telemetry initializers, and OTel GenAI semantic conventions for agent/tool/model spans emi", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-typescript/skills/applicationinsights-web-ts", "install": ["npx skills add microsoft/skills --skill applicationinsights-web-ts"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-skills/skills/azure-diagnostics", "name": "azure-diagnostics", "kind": "skill", "official": false, "desc": "Debug Azure production issues using AppLens, Azure Monitor, resource health, and safe triage, including evidence-only diagnosis without live access. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot container apps, container app 503 or target port mismatch, troubleshoot functions, function telemetry missing or stopped after a config/connection-string change, troubleshoot AKS, VM RDP, Linux SSH, VM black screen, can't conne", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-skills/skills/azure-diagnostics", "install": ["npx skills add microsoft/skills --skill azure-diagnostics"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-java/skills/azure-eventgrid-java", "name": "azure-eventgrid-java", "kind": "skill", "official": false, "desc": "Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-java/skills/azure-eventgrid-java", "install": ["npx skills add microsoft/skills --skill azure-eventgrid-java"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure event grid", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-python/skills/azure-eventgrid-py", "name": "azure-eventgrid-py", "kind": "skill", "official": false, "desc": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. Triggers: \"event grid\", \"EventGridPublisherClient\", \"CloudEvent\", \"EventGridEvent\", \"publish events\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-python/skills/azure-eventgrid-py", "install": ["npx skills add microsoft/skills --skill azure-eventgrid-py"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure event grid", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-java/skills/azure-eventhub-java", "name": "azure-eventhub-java", "kind": "skill", "official": false, "desc": "Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-java/skills/azure-eventhub-java", "install": ["npx skills add microsoft/skills --skill azure-eventhub-java"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure event hubs", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-java/skills/azure-messaging-webpubsub-java", "name": "azure-messaging-webpubsub-java", "kind": "skill", "official": false, "desc": "Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-java/skills/azure-messaging-webpubsub-java", "install": ["npx skills add microsoft/skills --skill azure-messaging-webpubsub-java"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure web pubsub", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-applicationinsights-dotnet", "name": "azure-mgmt-applicationinsights-dotnet", "kind": "skill", "official": false, "desc": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: \"Application Insights\", \"ApplicationInsights\", \"App Insights\", \"APM\", \"application monitoring\", \"web tests\", \"availability tests\", \"workbooks\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-applicationinsights-dotnet", "install": ["npx skills add microsoft/skills --skill azure-mgmt-applicationinsights-dotnet"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-java/skills/azure-monitor-ingestion-java", "name": "azure-monitor-ingestion-java", "kind": "skill", "official": false, "desc": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Triggers: \"LogsIngestionClient java\", \"azure monitor ingestion java\", \"custom logs java\", \"DCR java\", \"data collection rule java\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-java/skills/azure-monitor-ingestion-java", "install": ["npx skills add microsoft/skills --skill azure-monitor-ingestion-java"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure monitor ingestion", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-python/skills/azure-monitor-ingestion-py", "name": "azure-monitor-ingestion-py", "kind": "skill", "official": false, "desc": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: \"azure-monitor-ingestion\", \"LogsIngestionClient\", \"custom logs\", \"DCR\", \"data collection rule\", \"Log Analytics\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-python/skills/azure-monitor-ingestion-py", "install": ["npx skills add microsoft/skills --skill azure-monitor-ingestion-py"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure monitor ingestion", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-java/skills/azure-monitor-opentelemetry-exporter-java", "name": "azure-monitor-opentelemetry-exporter-java", "kind": "skill", "official": false, "desc": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: \"AzureMonitorExporter java\", \"opentelemetry azure java\", \"application insights java otel\", \"azure monitor tracing java\". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-java/skills/azure-monitor-opentelemetry-exporter-java", "install": ["npx skills add microsoft/skills --skill azure-monitor-opentelemetry-exporter-java"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure monitor opentelemetry exporter", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-exporter-py", "name": "azure-monitor-opentelemetry-exporter-py", "kind": "skill", "official": false, "desc": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Triggers: \"azure-monitor-opentelemetry-exporter\", \"AzureMonitorTraceExporter\", \"AzureMonitorMetricExporter\", \"AzureMonitorLogExporter\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-exporter-py", "install": ["npx skills add microsoft/skills --skill azure-monitor-opentelemetry-exporter-py"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-py", "name": "azure-monitor-opentelemetry-py", "kind": "skill", "official": false, "desc": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: \"azure-monitor-opentelemetry\", \"configure_azure_monitor\", \"Application Insights\", \"OpenTelemetry distro\", \"auto-instrumentation\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-py", "install": ["npx skills add microsoft/skills --skill azure-monitor-opentelemetry-py"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-typescript/skills/azure-monitor-opentelemetry-ts", "name": "azure-monitor-opentelemetry-ts", "kind": "skill", "official": false, "desc": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Application Insights.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-typescript/skills/azure-monitor-opentelemetry-ts", "install": ["npx skills add microsoft/skills --skill azure-monitor-opentelemetry-ts"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-java/skills/azure-monitor-query-java", "name": "azure-monitor-query-java", "kind": "skill", "official": false, "desc": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. Triggers: \"LogsQueryClient java\", \"MetricsQueryClient java\", \"kusto query java\", \"log analytics java\", \"azure monitor query java\". Note: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics.", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-java/skills/azure-monitor-query-java", "install": ["npx skills add microsoft/skills --skill azure-monitor-query-java"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure monitor query", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-sdk-python/skills/azure-monitor-query-py", "name": "azure-monitor-query-py", "kind": "skill", "official": false, "desc": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Triggers: \"azure-monitor-query\", \"LogsQueryClient\", \"MetricsQueryClient\", \"Log Analytics\", \"Kusto queries\", \"Azure metrics\".", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-sdk-python/skills/azure-monitor-query-py", "install": ["npx skills add microsoft/skills --skill azure-monitor-query-py"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:microsoft/skills/.github/plugins/azure-skills/skills/azure-reliability", "name": "azure-reliability", "kind": "skill", "official": false, "desc": "Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone redundancy, ZRS storage, health probes, and multi-region failover. Presents a feature-pivoted checklist, then drives staged remediation (CLI or IaC patches) end-to-end with user confirmation. WHEN: \\\"assess reliability\\\", \\\"check reliability\\\", \\\"zone redundant\\\", \\\"multi-region failover\\\", \\\"high availability\\\", \\\"disaster recovery\\\", \\\"single points of fail", "repo": "https://github.com/microsoft/skills/tree/HEAD/.github/plugins/azure-skills/skills/azure-reliability", "install": ["npx skills add microsoft/skills --skill azure-reliability"], "stars": 3203, "pushed": "2026-11-13T22:48:25Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "skill:jeremylongshore/tons-of-skills-marketplace/plugins/ai-agency/tonone/skills/vigil", "name": "vigil", "kind": "skill", "official": false, "desc": "Observability and reliability engineer — SLOs, alerting, instrumentation, and incident response.", "repo": "https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/HEAD/plugins/ai-agency/tonone/skills/vigil", "install": ["npx skills add jeremylongshore/tons-of-skills-marketplace --skill vigil"], "stars": 2919, "pushed": "2026-11-14T05:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jeremylongshore/tons-of-skills-marketplace/plugins/ai-agency/tonone/skills/vigil-alert", "name": "vigil-alert", "kind": "skill", "official": false, "desc": "Write SLO-based alert rules with burn rate thresholds and paired runbooks. Outputs actual alert configs, not a strategy doc. Use when asked to \"set up alerts\", \"create runbooks\", \"define SLOs\", or \"alerting strategy\".", "repo": "https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/HEAD/plugins/ai-agency/tonone/skills/vigil-alert", "install": ["npx skills add jeremylongshore/tons-of-skills-marketplace --skill vigil-alert"], "stars": 2919, "pushed": "2026-11-14T05:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jeremylongshore/tons-of-skills-marketplace/plugins/ai-agency/tonone/skills/vigil-check", "name": "vigil-check", "kind": "skill", "official": false, "desc": "Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps. Use when asked \"is monitoring sufficient\", \"observability review\", \"are we covered\", or \"pre-launch monitoring check\".", "repo": "https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/HEAD/plugins/ai-agency/tonone/skills/vigil-check", "install": ["npx skills add jeremylongshore/tons-of-skills-marketplace --skill vigil-check"], "stars": 2919, "pushed": "2026-11-14T05:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jeremylongshore/tons-of-skills-marketplace/plugins/ai-agency/tonone/skills/vigil-incident", "name": "vigil-incident", "kind": "skill", "official": false, "desc": "Incident response — diagnose production issues, find root cause, propose fix with rollback. Use when asked about \"something is broken\", \"production issue\", \"why is this down\", \"incident\", or \"debug production\".", "repo": "https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/HEAD/plugins/ai-agency/tonone/skills/vigil-incident", "install": ["npx skills add jeremylongshore/tons-of-skills-marketplace --skill vigil-incident"], "stars": 2919, "pushed": "2026-11-14T05:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jeremylongshore/tons-of-skills-marketplace/plugins/ai-agency/tonone/skills/vigil-instrument", "name": "vigil-instrument", "kind": "skill", "official": false, "desc": "Instrument a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks. Outputs actual code and config, not a plan. Use when asked to \"add monitoring\", \"instrument this\", \"add logging\", \"set up tracing\", or \"observability\".", "repo": "https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/HEAD/plugins/ai-agency/tonone/skills/vigil-instrument", "install": ["npx skills add jeremylongshore/tons-of-skills-marketplace --skill vigil-instrument"], "stars": 2919, "pushed": "2026-11-14T05:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jeremylongshore/tons-of-skills-marketplace/plugins/ai-agency/tonone/skills/vigil-recon", "name": "vigil-recon", "kind": "skill", "official": false, "desc": "Observability reconnaissance — inventory what monitoring exists, map coverage, highlight blind spots. Use when asked \"what monitoring exists\", \"observability assessment\", or \"what can we see\".", "repo": "https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/HEAD/plugins/ai-agency/tonone/skills/vigil-recon", "install": ["npx skills add jeremylongshore/tons-of-skills-marketplace --skill vigil-recon"], "stars": 2919, "pushed": "2026-11-14T05:32:50Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rohitg00/awesome-claude-code-toolkit/skills/monitoring-observability", "name": "monitoring-observability", "kind": "skill", "official": false, "desc": "Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging", "repo": "https://github.com/rohitg00/awesome-claude-code-toolkit/tree/HEAD/skills/monitoring-observability", "install": ["npx skills add rohitg00/awesome-claude-code-toolkit --skill monitoring-observability"], "stars": 2838, "pushed": "2026-05-12T07:18:34Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/devops-troubleshooter", "name": "devops-troubleshooter", "kind": "skill", "official": false, "desc": "Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimization, and root cause analysis. Handles production outages, system reliability, and preventive monitoring. Use for debugging, incident response, or system troubleshooting.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/devops-troubleshooter", "install": ["npx skills add rmyndharis/antigravity-skills --skill devops-troubleshooter"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "kubernetes", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/distributed-debugging-debug-trace", "name": "distributed-debugging-debug-trace", "kind": "skill", "official": false, "desc": "Set up debugging environments, distributed tracing, and diagnostic tools, and establish troubleshooting practices for development and production. Use when configuring debugging workflows or tracing requests across services.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/distributed-debugging-debug-trace", "install": ["npx skills add rmyndharis/antigravity-skills --skill distributed-debugging-debug-trace"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "kubernetes", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/error-debugging-error-analysis", "name": "error-debugging-error-analysis", "kind": "skill", "official": false, "desc": "Analyze errors in distributed systems by debugging production incidents, tracing root causes, and implementing observability that surfaces failures early. Use when investigating errors or production incidents.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/error-debugging-error-analysis", "install": ["npx skills add rmyndharis/antigravity-skills --skill error-debugging-error-analysis"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/error-debugging-error-trace", "name": "error-debugging-error-trace", "kind": "skill", "official": false, "desc": "Implement error monitoring with error tracking systems, alerts, and structured logging so teams can quickly identify and resolve production issues. Use when adding or improving error tracking and alerting.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/error-debugging-error-trace", "install": ["npx skills add rmyndharis/antigravity-skills --skill error-debugging-error-trace"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/error-detective", "name": "error-detective", "kind": "skill", "official": false, "desc": "Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use when debugging issues, analyzing logs, or investigating production errors.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/error-detective", "install": ["npx skills add rmyndharis/antigravity-skills --skill error-detective"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/error-diagnostics-error-analysis", "name": "error-diagnostics-error-analysis", "kind": "skill", "official": false, "desc": "Analyze errors in distributed systems by debugging production incidents, tracing root causes, and implementing observability that surfaces failures early. Use when investigating errors or production incidents.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/error-diagnostics-error-analysis", "install": ["npx skills add rmyndharis/antigravity-skills --skill error-diagnostics-error-analysis"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/error-diagnostics-error-trace", "name": "error-diagnostics-error-trace", "kind": "skill", "official": false, "desc": "Implement error tracking, structured logging, grouping, and alert routing. Use when improving production error detection, triage, or integration with monitoring services.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/error-diagnostics-error-trace", "install": ["npx skills add rmyndharis/antigravity-skills --skill error-diagnostics-error-trace"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/error-diagnostics-smart-debug", "name": "error-diagnostics-smart-debug", "kind": "skill", "official": false, "desc": "Diagnose software failures using observability data, ranked hypotheses, and targeted instrumentation. Use when the cause is unclear or an issue requires systematic investigation.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/error-diagnostics-smart-debug", "install": ["npx skills add rmyndharis/antigravity-skills --skill error-diagnostics-smart-debug"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/incident-responder", "name": "incident-responder", "kind": "skill", "official": false, "desc": "Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. Masters incident command, blameless post-mortems, error budget management, and system reliability patterns. Handles critical outages, communication strategies, and continuous improvement. Use IMMEDIATELY for production incidents or SRE practices.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/incident-responder", "install": ["npx skills add rmyndharis/antigravity-skills --skill incident-responder"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/incident-response-incident-response", "name": "incident-response-incident-response", "kind": "skill", "official": false, "desc": "Coordinate production incident triage, mitigation, investigation, recovery, and follow-up. Use when responding to outages or other incidents that require structured operational coordination.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/incident-response-incident-response", "install": ["npx skills add rmyndharis/antigravity-skills --skill incident-response-incident-response"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/incident-response-smart-fix", "name": "incident-response-smart-fix", "kind": "skill", "official": false, "desc": "Investigate production issues, isolate root causes, implement focused fixes, and verify recovery with regression tests. Use when resolving failures across application or infrastructure components.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/incident-response-smart-fix", "install": ["npx skills add rmyndharis/antigravity-skills --skill incident-response-smart-fix"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/incident-runbook-templates", "name": "incident-runbook-templates", "kind": "skill", "official": false, "desc": "Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/incident-runbook-templates", "install": ["npx skills add rmyndharis/antigravity-skills --skill incident-runbook-templates"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/observability-engineer", "name": "observability-engineer", "kind": "skill", "official": false, "desc": "Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows. Use for monitoring infrastructure, performance optimization, or production reliability.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/observability-engineer", "install": ["npx skills add rmyndharis/antigravity-skills --skill observability-engineer"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/observability-monitoring-monitor-setup", "name": "observability-monitoring-monitor-setup", "kind": "skill", "official": false, "desc": "Set up metrics, dashboards, distributed tracing, log aggregation, and alerting. Use when implementing observability or improving visibility into application and infrastructure health.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/observability-monitoring-monitor-setup", "install": ["npx skills add rmyndharis/antigravity-skills --skill observability-monitoring-monitor-setup"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/observability-monitoring-slo-implement", "name": "observability-monitoring-slo-implement", "kind": "skill", "official": false, "desc": "Implement SLOs (Service Level Objectives) and error budgets by defining SLIs, designing SLO frameworks, and building monitoring that balances reliability with delivery velocity. Use when setting reliability targets or alerting on error budgets.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/observability-monitoring-slo-implement", "install": ["npx skills add rmyndharis/antigravity-skills --skill observability-monitoring-slo-implement"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:rmyndharis/antigravity-skills/skills/performance-engineer", "name": "performance-engineer", "kind": "skill", "official": false, "desc": "Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distributed tracing, load testing, multi-tier caching, Core Web Vitals, and performance monitoring. Handles end-to-end optimization, real user monitoring, and scalability patterns. Use for performance optimization, observability, or scalability challenges.", "repo": "https://github.com/rmyndharis/antigravity-skills/tree/HEAD/skills/performance-engineer", "install": ["npx skills add rmyndharis/antigravity-skills --skill performance-engineer"], "stars": 2009, "pushed": "2026-11-07T15:24:20Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:sh.superlog/superlog", "name": "Superlog", "kind": "mcp", "official": null, "desc": "Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.", "repo": "https://github.com/superloglabs/superlog", "install": ["https://api.superlog.sh/mcp"], "stars": 1480, "pushed": "2026-11-12T12:05:56Z", "license": "Apache-2.0", "plat": "superlog", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:sh.measure/measure", "name": "Measure", "kind": "mcp", "official": null, "desc": "Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP", "repo": "https://github.com/measure-sh/measure", "install": ["https://agent.measure.sh/mcp"], "stars": 1445, "pushed": "2026-11-12T21:22:42Z", "license": "Apache-2.0", "plat": "measure", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.BetterDB-inc/monitor", "name": "io.github.BetterDB-inc/monitor", "kind": "mcp", "official": null, "desc": "BetterDB MCP server - Valkey and Redis observability for Claude Code and other MCP clients", "repo": "https://github.com/BetterDB-inc/monitor", "install": ["npm:@betterdb/mcp"], "stars": 1314, "pushed": "2026-11-13T13:57:25Z", "license": "NOASSERTION", "plat": "valkey and redis", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:ongridio/ongrid", "name": "ongrid", "kind": "mcp", "official": null, "desc": "An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.", "repo": "https://github.com/ongridio/ongrid", "install": [], "stars": 1278, "pushed": null, "license": null, "plat": "ongrid", "live": "Not checked (runs locally)"}, {"id": "skill:itsmostafa/aws-agent-skills/skills/cloudwatch", "name": "cloudwatch", "kind": "skill", "official": false, "desc": "AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application issues.", "repo": "https://github.com/itsmostafa/aws-agent-skills/tree/HEAD/skills/cloudwatch", "install": ["npx skills add itsmostafa/aws-agent-skills --skill cloudwatch"], "stars": 1175, "pushed": "2026-11-09T19:23:52Z", "license": "MIT", "plat": "aws cloudwatch", "live": "Not checked (runs locally)"}, {"id": "skill:rorkai/app-store-connect-cli-skills/skills/asc-analytics-reports", "name": "asc-analytics-reports", "kind": "skill", "official": false, "desc": "Collect, download, and verify App Store Connect Analytics reports with asc. Use when users need to discover analytics report requests, select report instances by processing date or granularity, download every segment, or verify downloaded files against Apple's size and MD5 metadata before analysis.", "repo": "https://github.com/rorkai/app-store-connect-cli-skills/tree/HEAD/skills/asc-analytics-reports", "install": ["npx skills add rorkai/app-store-connect-cli-skills --skill asc-analytics-reports"], "stars": 1136, "pushed": "2026-11-07T03:53:25Z", "license": "MIT", "plat": "app store connect", "live": "Not checked (runs locally)"}, {"id": "skill:rorkai/app-store-connect-cli-skills/skills/asc-crash-triage", "name": "asc-crash-triage", "kind": "skill", "official": false, "desc": "Triage TestFlight crashes, beta feedback, and performance diagnostics using asc. Use when the user asks about TF crashes, TestFlight crash reports, beta tester feedback, app hangs, disk writes, launch diagnostics, or wants a crash summary for a build or app.", "repo": "https://github.com/rorkai/app-store-connect-cli-skills/tree/HEAD/skills/asc-crash-triage", "install": ["npx skills add rorkai/app-store-connect-cli-skills --skill asc-crash-triage"], "stars": 1136, "pushed": "2026-11-07T03:53:25Z", "license": "MIT", "plat": "testflight", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.getsentry/sentry-mcp", "name": "Sentry", "kind": "mcp", "official": null, "desc": "MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants", "repo": "https://github.com/getsentry/toolkit", "install": ["npm:@sentry/mcp-server", "https://mcp.sentry.dev/mcp"], "stars": 961, "pushed": "2026-11-13T10:52:53Z", "license": "NOASSERTION", "plat": "sentry", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.marckohlbrugge/sessy", "name": "Sessy — Amazon SES observability", "kind": "mcp", "official": null, "desc": "Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.", "repo": "https://github.com/marckohlbrugge/sessy", "install": ["https://api.sessy.do/mcp"], "stars": 945, "pushed": "2026-11-10T23:35:40Z", "license": "NOASSERTION", "plat": "amazon ses", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "skill:oracle/skills/oci/functions/oci-functions-troubleshoot", "name": "oci-functions-troubleshoot", "kind": "skill", "official": false, "desc": "Diagnose OCI Functions setup, control-plane, deployment, invocation, and observability issues using a deterministic triage workflow. Use when asked to classify Fn CLI errors, deploy or invoke failures, OCIR auth and registry issues, app-limit symptoms, logs, tracing, metrics, or limits. Diagnose first, prefer read-only checks, and do not execute fixes unless the user explicitly asks.", "repo": "https://github.com/oracle/skills/tree/HEAD/oci/functions/oci-functions-troubleshoot", "install": ["npx skills add oracle/skills --skill oci-functions-troubleshoot"], "stars": 931, "pushed": "2026-11-02T15:54:10Z", "license": "UPL-1.0", "plat": "oci functions", "live": "Not checked (runs locally)"}, {"id": "skill:laolaoshiren/claude-code-skills-zh/skills/log-analyzer", "name": "log-analyzer", "kind": "skill", "official": false, "desc": "日志分析助手 — 智能解析日志文件，识别异常模式，定位问题根因", "repo": "https://github.com/laolaoshiren/claude-code-skills-zh/tree/HEAD/skills/log-analyzer", "install": ["npx skills add laolaoshiren/claude-code-skills-zh --skill log-analyzer"], "stars": 909, "pushed": "2026-11-11T00:00:34Z", "license": "MIT", "plat": "logs", "live": "Not checked (runs locally)"}, {"id": "skill:dbt-labs/dbt-agent-skills/skills/dbt/skills/troubleshooting-dbt-job-errors", "name": "troubleshooting-dbt-job-errors", "kind": "skill", "official": false, "desc": "Diagnoses dbt Cloud/platform job failures by analyzing run logs, querying the Admin API, reviewing git history, and investigating data issues. Use when a dbt Cloud/platform job fails and you need to diagnose the root cause, especially when error messages are unclear or when intermittent failures occur. Do not use for local dbt development errors.", "repo": "https://github.com/dbt-labs/dbt-agent-skills/tree/HEAD/skills/dbt/skills/troubleshooting-dbt-job-errors", "install": ["npx skills add dbt-labs/dbt-agent-skills --skill troubleshooting-dbt-job-errors"], "stars": 763, "pushed": "2026-11-06T10:17:14Z", "license": "Apache-2.0", "plat": "dbt", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:kuvasz-uptime/kuvasz", "name": "kuvasz", "kind": "mcp", "official": null, "desc": "Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration, a complete REST API and many more!", "repo": "https://github.com/kuvasz-uptime/kuvasz", "install": [], "stars": 674, "pushed": null, "license": null, "plat": "kuvasz", "live": "Not checked (runs locally)"}, {"id": "skill:ClickHouse/agent-skills/skills/clickstack-otel-collector", "name": "clickstack-otel-collector", "kind": "skill", "official": false, "desc": "Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic telemetry and verify it is visible in ClickStack.", "repo": "https://github.com/ClickHouse/agent-skills/tree/HEAD/skills/clickstack-otel-collector", "install": ["npx skills add ClickHouse/agent-skills --skill clickstack-otel-collector"], "stars": 565, "pushed": "2026-11-02T14:42:39Z", "license": "Apache-2.0", "plat": "clickhouse cloud", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.kOlapsis/maintenant", "name": "maintenant", "kind": "mcp", "official": null, "desc": "Docker monitoring for AI agents: logs, history, alerts. Can ack alerts; never touches containers.", "repo": "https://github.com/kOlapsis/maintenant", "install": ["oci:ghcr.io/kolapsis/maintenant:1.11.0", "https://{maintenant_host}/mcp"], "stars": 547, "pushed": "2026-11-12T09:29:22Z", "license": "Apache-2.0", "plat": "docker", "live": "Not checked (runs locally)"}, {"id": "skill:zhuyansen/agent-skills-hub/ops/skillmgr-runs/in/input/library/log-summarizer", "name": "log-summarizer", "kind": "skill", "official": false, "desc": "Summarise a long application log: error counts by type, first occurrence and the likely cause.", "repo": "https://github.com/zhuyansen/agent-skills-hub/tree/HEAD/ops/skillmgr-runs/in/input/library/log-summarizer", "install": ["npx skills add zhuyansen/agent-skills-hub --skill log-summarizer"], "stars": 502, "pushed": "2026-11-13T15:49:58Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:amd/skills/skills/flydsl-kernel-trace-analysis", "name": "flydsl-kernel-trace-analysis", "kind": "skill", "official": false, "desc": "Profile GPU kernels using rocprofv3 to collect ATT instruction-level traces, then analyze the trace data using hotspot_analyzer.py to identify top-K stall hotspots (VMEM-load, VMEM-wait, LDS/SMEM-wait, barrier, MFMA stalls) mapped back to source lines, and produce an actionable optimization plan. Also analyzes rocprofv3 PMC counter CSVs (L2 hit rate, partial reads, over-fetch). Usage: /kernel-trace-analysis <cmd> Can also analyze an existing dispatch dir directly: /kernel-trace-analysis --dir <p", "repo": "https://github.com/amd/skills/tree/HEAD/skills/flydsl-kernel-trace-analysis", "install": ["npx skills add amd/skills --skill flydsl-kernel-trace-analysis"], "stars": 490, "pushed": "2026-11-13T11:45:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:amd/skills/skills/rocprofiler-pc-sampling", "name": "rocprofiler-pc-sampling", "kind": "skill", "official": false, "desc": "Profiles a target application using rocprofv3 with program counter sampling enabled and then analyzes the results. Use when the user has a program that runs on an AMD GPU and asks to perform PC sampling, to determine the runtime performance characteristics of their application, to determine stall reasons, or to determine hotspots in the code.", "repo": "https://github.com/amd/skills/tree/HEAD/skills/rocprofiler-pc-sampling", "install": ["npx skills add amd/skills --skill rocprofiler-pc-sampling"], "stars": 490, "pushed": "2026-11-13T11:45:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:amd/skills/skills/rocprofiler-systems-choosing-a-profiling-preset", "name": "rocprofiler-systems-choosing-a-profiling-preset", "kind": "skill", "official": false, "desc": "Recommends which rocprofiler-systems runtime profiling preset (balanced, trace-gpu, trace-hpc, sys-trace, workload-trace, etc.) to pass to `rocprof-sys-run --preset=<name>` or `rocprof-sys-sample --preset=<name>` based on the user's workload and profiling goal, and returns the ready-to-run command. Use when the user asks \"which preset should I use\", describes a workload (GPU kernel, MPI, OpenMP, AI/ML training, production overview) and wants profiling guidance, or invokes `rocprof-sys-run`/`rocp", "repo": "https://github.com/amd/skills/tree/HEAD/skills/rocprofiler-systems-choosing-a-profiling-preset", "install": ["npx skills add amd/skills --skill rocprofiler-systems-choosing-a-profiling-preset"], "stars": 490, "pushed": "2026-11-13T11:45:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:amd/skills/skills/rocprofiler-systems-discovering-profiling-options", "name": "rocprofiler-systems-discovering-profiling-options", "kind": "skill", "official": false, "desc": "Answers questions about what rocprofiler-systems configuration options exist and how to use them — e.g. \"what hardware counters are available on my system\", \"what ROCm APIs can I trace\", \"what settings control sampling/output\", \"how do I persist my configuration\" — by mapping the question to the right `rocprof-sys-avail` or `rocprof-sys-run --help=<topic>` command. Use when the user wants to discover or explore ROCPROFSYS_* settings, Timemory components, hardware counters, ROCm API tracing domai", "repo": "https://github.com/amd/skills/tree/HEAD/skills/rocprofiler-systems-discovering-profiling-options", "install": ["npx skills add amd/skills --skill rocprofiler-systems-discovering-profiling-options"], "stars": 490, "pushed": "2026-11-13T11:45:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:amd/skills/skills/rocprofiler-systems-instrumenting-binaries", "name": "rocprofiler-systems-instrumenting-binaries", "kind": "skill", "official": false, "desc": "Guides instrumentation with `rocprof-sys-instrument` - choosing runtime instrumentation vs binary rewrite (`-o`), including or excluding functions and modules with regex options, previewing what will be instrumented with a dry run (`--simulate`, `--dump-info`, `--print-*`), tuning granularity (`--min-instructions`, `--min-address-range`, `--instrument-loops`), rewriting libraries, and diagnosing why a function is missing from, or too numerous in, a trace. Use when the user asks about rocprof-sys", "repo": "https://github.com/amd/skills/tree/HEAD/skills/rocprofiler-systems-instrumenting-binaries", "install": ["npx skills add amd/skills --skill rocprofiler-systems-instrumenting-binaries"], "stars": 490, "pushed": "2026-11-13T11:45:41Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:zxkane/aws-skills/plugins/aws-cost-ops/skills/aws-cost-operations", "name": "aws-cost-operations", "kind": "skill", "official": false, "desc": "AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or assessing security posture. Essential when user mentions AWS costs, spending, billing, budget, pricing, CloudWatch, observability, monitoring, alerting, CloudTrail, audit, or wants to optimize AWS infrastructure costs and operational efficiency.", "repo": "https://github.com/zxkane/aws-skills/tree/HEAD/plugins/aws-cost-ops/skills/aws-cost-operations", "install": ["npx skills add zxkane/aws-skills --skill aws-cost-operations"], "stars": 378, "pushed": "2026-06-15T14:37:32Z", "license": "MIT", "plat": "aws", "live": "Not checked (runs locally)"}, {"id": "skill:intel/intel-performance-skills/skills/linux-perf", "name": "linux-perf", "kind": "skill", "official": false, "desc": "Profile and fix Linux performance problems using `perf`. Workflows: (A) hardware counters -- IPC, cache-miss, branch mispredictions; (B) hotspot profiling -- which functions and source lines consume CPU, with SIMD and accumulator detection; (C) cache-line contention -- false sharing, HITM, `perf c2c`; (D) core-count scaling -- dual-profile comparison, bottleneck categorization; (E) structured hotspot report with annotated source and pattern observations. Resolution strategies: TTAS spinlock, SIM", "repo": "https://github.com/intel/intel-performance-skills/tree/HEAD/skills/linux-perf", "install": ["npx skills add intel/intel-performance-skills --skill linux-perf"], "stars": 354, "pushed": "2026-09-28T15:55:41Z", "license": "NOASSERTION", "plat": "linux-perf", "live": "Not checked (runs locally)"}, {"id": "skill:intel/intel-performance-skills/skills/phoronix-test-suite", "name": "phoronix-test-suite", "kind": "skill", "official": false, "desc": "Install, run, parse, and optimize benchmarks from the Phoronix Test Suite (PTS). Use this skill whenever the user mentions \"phoronix\", \"pts/\", or \"phoronix-test-suite\", or asks to run, measure, improve, or optimize a PTS test — e.g., \"run pts/mt-dgemm\", \"optimize pts/compress-zstd\", \"what score does pts/x265 get\". Trigger immediately on any `pts/<testname>` reference, even if the user doesn't explicitly say \"phoronix\". Also trigger when the user asks to find or edit the source code of a PTS test", "repo": "https://github.com/intel/intel-performance-skills/tree/HEAD/skills/phoronix-test-suite", "install": ["npx skills add intel/intel-performance-skills --skill phoronix-test-suite"], "stars": 354, "pushed": "2026-09-28T15:55:41Z", "license": "NOASSERTION", "plat": "phoronix-test-suite", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:mpeirone/zabbix-mcp-server", "name": "zabbix-mcp-server", "kind": "mcp", "official": null, "desc": "🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and documentation tools for seamless exploration of hosts, items, triggers, templates, problems, and more.", "repo": "https://github.com/mpeirone/zabbix-mcp-server", "install": [], "stars": 263, "pushed": null, "license": null, "plat": "zabbix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-alerts", "name": "cx-alerts", "kind": "skill", "official": false, "desc": "This skill should be used when the user asks to \"manage alerts\", \"create alert\", \"list alerts\", \"delete alert\", \"check alert status\", \"enable alert\", \"disable alert\", \"investigate firing alerts\", \"check which alerts are active\", \"find alerting rules\", \"set up an alert\", \"configure alerting\", \"mute an alert\", \"silence an alert\", \"see alert definitions\", \"check alert priority\", or wants to manage Coralogix alert definitions using the cx CLI.", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-alerts", "install": ["npx skills add coralogix/cx-cli --skill cx-alerts"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-cases", "name": "cx-cases", "kind": "skill", "official": false, "desc": "Triage and manage Coralogix Cases with the `cx cases` CLI — e.g. acknowledge, assign, resolve, or re-prioritize a case, or inspect its event timeline or notification deliveries.", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-cases", "install": ["npx skills add coralogix/cx-cli --skill cx-cases"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-cli", "name": "cx-cli", "kind": "skill", "official": false, "desc": "This skill should be used whenever the user runs any cx command, uses the cx CLI, Coralogix CLI, or mentions cx in the context of Coralogix observability. This skill provides cross-cutting concerns like update notifications that apply to all cx commands.", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-cli", "install": ["npx skills add coralogix/cx-cli --skill cx-cli"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-cost-optimization", "name": "cx-cost-optimization", "kind": "skill", "official": false, "desc": "Use this skill when the user asks to \"check data usage\", \"list TCO policies\", \"reduce Coralogix costs\", \"optimize observability spend\", \"lower our logging bill\", \"data budget exceeded\", \"TCO policy\", \"retention tier\", \"archive storage\", \"ingestion costs\", \"frequent search vs archive\", \"why is our bill so high\", \"spending too much on logs\", \"data retention settings\", \"cost analysis\", \"usage breakdown\", \"optimize log volume\", \"control data ingestion\", \"archive cold data\", \"billing units\", \"plan co", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-cost-optimization", "install": ["npx skills add coralogix/cx-cli --skill cx-cost-optimization"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-dashboards", "name": "cx-dashboards", "kind": "skill", "official": false, "desc": "Build and deploy a Coralogix dashboard for a given service from its logs, spans, metrics, and service specs. Discovers telemetry via cx CLI commands, emits importable Coralogix JSON, verifies every PromQL and DataPrime query live through the `cx` CLI, and creates or updates dashboards via `cx dashboards create` and `cx dashboards replace`. Use whenever the user asks to create, build, generate, deploy, update, replace, or modify a Coralogix dashboard, monitoring dashboard, or observability dashbo", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-dashboards", "install": ["npx skills add coralogix/cx-cli --skill cx-dashboards"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-data-pipeline", "name": "cx-data-pipeline", "kind": "skill", "official": false, "desc": "Use this skill when the user asks to \"set up parsing\", \"create parsing rule\", \"extract fields from logs\", \"regex extraction\", \"log parsing\", \"enrich logs\", \"add context to logs\", \"custom enrichment table\", \"lookup table\", \"geo enrichment\", \"create metric from logs\", \"events to metrics\", \"convert logs to metrics\", \"generate metrics from events\", \"recording rule\", \"precomputed metrics\", \"PromQL recording\", \"configure data pipeline\", \"transform log data\", \"data processing rules\", \"rule group\", \"enr", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-data-pipeline", "install": ["npx skills add coralogix/cx-cli --skill cx-data-pipeline"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-infra", "name": "cx-infra", "kind": "skill", "official": false, "desc": "Query Coralogix infrastructure resources with the `cx infra` CLI: resource types, filterable attributes, resource lists, health, raw data and configuration changes. Use when the user asks to \"show resource types\", \"list infrastructure resources\", \"what resources of this kind are monitored\", \"is this resource healthy\", \"why is this resource critical\", \"which health policy is failing\", \"when did this resource go critical\", \"get raw resource data\", \"find resources by name\", \"filter resources by ser", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-infra", "install": ["npx skills add coralogix/cx-cli --skill cx-infra"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-observability-setup", "name": "cx-observability-setup", "kind": "skill", "official": false, "desc": "Use this skill when the user asks to \"set up monitoring\", \"configure observability\", \"onboard new service\", \"create saved view\", \"set up notifications\", \"configure webhook\", \"set up Slack integration\", \"outgoing webhook\", \"automation action\", \"webhook for alerts\", \"create view\", \"saved view\", \"view folder\", \"organize dashboards\", \"install integration\", \"configure extension\", \"contextual data\", \"connect external service\", \"create notification connector\", \"set up email alerts\", \"configure PagerDut", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-observability-setup", "install": ["npx skills add coralogix/cx-cli --skill cx-observability-setup"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-platform-admin", "name": "cx-platform-admin", "kind": "skill", "official": false, "desc": "Use this skill when the user asks \"who has access\", \"audit permissions\", \"check user roles\", \"list API keys\", \"review access controls\", \"rotate API keys\", \"create API key\", \"RUM API key\", \"delete expired keys\", \"send data keys\", \"IP allowlist\", \"IP access restrictions\", \"check IP whitelist\", \"add user\", \"deactivate user\", \"manage team groups\", \"user permissions\", \"role-based access\", \"manage scopes\", \"system roles\", \"API key admin\", \"team member keys\", \"group membership\", or wants to audit, mana", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-platform-admin", "install": ["npx skills add coralogix/cx-cli --skill cx-platform-admin"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-profiling", "name": "cx-profiling", "kind": "skill", "official": false, "desc": "Query Coralogix continuous-profiling data with the `cx profiling` CLI — find which services use the most CPU or memory, which profile types a service has, what profiles can be filtered by, when usage spiked and which pod or version caused it, and which code paths and functions a service spends its CPU or memory on (flame graphs). Use when the user asks \"which services use the most CPU\", \"top memory consumers\", \"what is service X spending CPU on\", \"hot functions\", \"flame graph for a service\", \"wh", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-profiling", "install": ["npx skills add coralogix/cx-cli --skill cx-profiling"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-rum-setup", "name": "cx-rum-setup", "kind": "skill", "official": false, "desc": "Use this skill when the user asks to \"add RUM\", \"set up RUM\", \"install the RUM SDK\", \"add Coralogix RUM to my app\", \"create a RUM API key\", \"RUM public key\", \"init Coralogix RUM\", \"CoralogixRum.init\", \"add the browser SDK\", \"real user monitoring\", \"frontend monitoring\", \"monitor my web app\", \"session replay\", \"track frontend errors\", \"add RUM to React\", \"add RUM to Next.js\", \"add RUM to my mobile app\", or wants to instrument a browser or mobile application with Coralogix Real User Monitoring end", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-rum-setup", "install": ["npx skills add coralogix/cx-cli --skill cx-rum-setup"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-search-dashboard", "name": "cx-search-dashboard", "kind": "skill", "official": false, "desc": "This skill should be used when the user asks to \"find a dashboard\", \"search dashboards\", \"does a dashboard exist for X\", \"find widgets that query Y\", \"which dashboards use this field\", \"find a dashboard about errors\", \"look up dashboards by description\", \"search for existing monitoring dashboards\", \"find widgets that reference a field\", or wants to discover existing Coralogix dashboards or widgets using natural-language or field-based search.", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-search-dashboard", "install": ["npx skills add coralogix/cx-cli --skill cx-search-dashboard"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-service-catalog", "name": "cx-service-catalog", "kind": "skill", "official": false, "desc": "Query Coralogix's Service Catalog (APM v2 entities) with the `cx service-catalog` CLI — discover entity types, list known entities, check their schema, and pull aggregated or timeseries data for services, databases, operations, JVMs, and Kubernetes pods. Use when the user asks to \"list services\", \"what entity types exist\", \"show me service latency\", \"check error rate for a service\", \"which pods are using the most memory\", \"database operation performance\", \"JVM GC pauses\", \"service health over ti", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-service-catalog", "install": ["npx skills add coralogix/cx-cli --skill cx-service-catalog"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-slos", "name": "cx-slos", "kind": "skill", "official": false, "desc": "Manage Coralogix SLO (Service Level Objective) definitions with the `cx slos` CLI — list and inspect SLOs, check whether targets and error budgets are healthy, and create, update, or delete SLO definitions from JSON. Use when the user asks to \"list SLOs\", \"check SLO status\", \"is an SLO breaching\", \"error budget\", \"create an SLO\", \"update an SLO\", \"delete an SLO\", or \"service level objective\".", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-slos", "install": ["npx skills add coralogix/cx-cli --skill cx-slos"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "skill:coralogix/cx-cli/skills/cx-telemetry-querying", "name": "cx-telemetry-querying", "kind": "skill", "official": false, "desc": "Use this skill for any question involving telemetry data: \"investigate an issue\", \"debug a problem\", \"find out why something is slow\", \"check error rates\", \"analyze user behavior\", \"understand a production incident\", \"query telemetry data\", \"look at logs\", \"search logs\", \"find errors\", \"find stack traces\", \"de-minify a stack trace\", \"map a RUM error to source code\", \"filter by severity\", \"check traces\", \"examine spans\", \"investigate request latency\", \"debug service-to-service calls\", \"look up a ", "repo": "https://github.com/coralogix/cx-cli/tree/HEAD/skills/cx-telemetry-querying", "install": ["npx skills add coralogix/cx-cli --skill cx-telemetry-querying"], "stars": 243, "pushed": "2026-11-13T08:06:44Z", "license": "Apache-2.0", "plat": "coralogix", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SikamikanikoBG/homelab-monitor", "name": "HomeLab Monitor", "kind": "mcp", "official": null, "desc": "Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).", "repo": "https://github.com/SikamikanikoBG/homelab-monitor", "install": ["oci:docker.io/sikamikaniko123/homelab-monitor:0.14.2"], "stars": 236, "pushed": "2026-11-13T06:41:52Z", "license": "MIT", "plat": "docker", "live": "Not checked (runs locally)"}, {"id": "skill:OutThisLife/brooklyn-skills/skills/runtime-debug", "name": "runtime-debug", "kind": "skill", "official": false, "desc": "Debug broken runtime/environments by checking logs and observability first, then code. Use when a URL, deploy, or ephemeral/CI environment fails at runtime rather than a local code bug.", "repo": "https://github.com/OutThisLife/brooklyn-skills/tree/HEAD/skills/runtime-debug", "install": ["npx skills add OutThisLife/brooklyn-skills --skill runtime-debug"], "stars": 215, "pushed": "2026-11-11T05:43:45Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:ahmedasmar/devops-claude-skills/monitoring-observability/skills", "name": "monitoring-observability", "kind": "skill", "official": false, "desc": "Monitoring and observability strategy, implementation, and troubleshooting. Use this skill whenever the user mentions monitoring, observability, metrics, logs, traces, alerting, SLOs, Prometheus, Grafana, Datadog, Loki, or OpenTelemetry. Triggers include designing metrics strategy (Four Golden Signals, RED/USE), setting up Prometheus/Grafana/Loki, creating alerts or dashboards, calculating SLOs and error budgets, instrumenting with OpenTelemetry, analyzing performance issues, choosing between mo", "repo": "https://github.com/ahmedasmar/devops-claude-skills/tree/HEAD/monitoring-observability/skills", "install": ["npx skills add ahmedasmar/devops-claude-skills --skill monitoring-observability"], "stars": 206, "pushed": "2026-04-11T16:18:43Z", "license": null, "plat": "prometheus", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:traceloop/opentelemetry-mcp-server", "name": "opentelemetry-mcp-server", "kind": "mcp", "official": null, "desc": "Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debugging and observability.", "repo": "https://github.com/traceloop/opentelemetry-mcp-server", "install": [], "stars": 205, "pushed": null, "license": null, "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:rodrigohighermind/highermind-code-skills/hm-performance", "name": "hm-performance", "kind": "skill", "official": false, "desc": "Profiling com metas concretas e fix por gargalo. Use antes de shippar feature performance-critical (chat, lista grande, dashboard), quando user reclama \"tá lento\", após refactor em data flow, periodicamente em projetos com escala, quando custo de LLM/API explode. Cobre 8 domínios — bundle size, Web Vitals (LCP/INP/CLS), API latency (p50/p95/p99), database queries, LLM tokens+cost, network, memory, build performance. Numbers concretos, não especulação.", "repo": "https://github.com/rodrigohighermind/highermind-code-skills/tree/HEAD/hm-performance", "install": ["npx skills add rodrigohighermind/highermind-code-skills --skill hm-performance"], "stars": 197, "pushed": "2026-06-14T22:39:52Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Dynatrace/dynatrace-for-ai", "name": "Dynatrace", "kind": "mcp", "official": null, "desc": "Connect AI assistants to Dynatrace to query observability data and analyze problems.", "repo": "https://github.com/Dynatrace/dynatrace-for-ai", "install": ["https://{environment_id}.apps.dynatrace.com/platform-reserved/mcp-gateway/v0.1/servers/dynatrace-mcp/mcp"], "stars": 180, "pushed": "2026-11-09T06:37:40Z", "license": "Apache-2.0", "plat": "dynatrace", "live": "Down · URLError: <urlopen error [Errno 11001] getaddrinfo failed> (checked 2026-11-13)"}, {"id": "plugin:anthropics/claude-plugins-official:dynatrace", "name": "dynatrace", "kind": "claude-plugin", "official": null, "desc": "Dynatrace observability skills: DQL query patterns, application and infrastructure monitoring, log analysis, problem investigation, and incident response workflows, with the Dynatrace MCP server for live platform access.", "repo": "https://github.com/Dynatrace/dynatrace-for-ai.git", "install": ["claude plugin install dynatrace@claude-plugins-official"], "stars": 180, "pushed": "2026-11-09T06:37:40Z", "license": "Apache-2.0", "plat": "dynatrace", "live": "Not checked (runs locally)"}, {"id": "skill:kairyou/agent-tools/capabilities/usage/skills/at-usage", "name": "at-usage", "kind": "skill", "official": false, "desc": "Query and display the current API provider balance and recent usage.", "repo": "https://github.com/kairyou/agent-tools/tree/HEAD/capabilities/usage/skills/at-usage", "install": ["npx skills add kairyou/agent-tools --skill at-usage"], "stars": 179, "pushed": "2026-11-13T15:24:08Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:aliyun/alibabacloud-observability-mcp-server", "name": "alibabacloud-observability-mcp-server", "kind": "mcp", "official": null, "desc": "", "repo": "https://github.com/aliyun/alibabacloud-observability-mcp-server", "install": [], "stars": 173, "pushed": null, "license": null, "plat": "alibaba cloud", "live": "Not checked (runs locally)"}, {"id": "skill:openocta/openocta_skills/wanted-phase1/prometheus_skill", "name": "prometheus_skill", "kind": "skill", "official": false, "desc": "当用户问题涉及 Prometheus 采集、PromQL、告警规则、联邦或性能问题时加载本技能。", "repo": "https://github.com/openocta/openocta_skills/tree/HEAD/wanted-phase1/prometheus_skill", "install": ["npx skills add openocta/openocta_skills --skill prometheus_skill"], "stars": 173, "pushed": "2026-06-22T02:52:43Z", "license": "MIT", "plat": "prometheus", "live": "Not checked (runs locally)"}, {"id": "skill:openocta/openocta_skills/服务器巡检", "name": "server-patrol", "kind": "skill", "official": false, "desc": "Linux 与网络设备只读健康巡检；直接运行 scripts/patrol.sh，配置由平台侧信道注入，Agent 不读取环境变量", "repo": "https://github.com/openocta/openocta_skills/tree/HEAD/服务器巡检", "install": ["npx skills add openocta/openocta_skills --skill server-patrol"], "stars": 173, "pushed": "2026-06-22T02:52:43Z", "license": "MIT", "plat": "linux", "live": "Not checked (runs locally)"}, {"id": "skill:openocta/openocta_skills/wanted-phase1/zabbix_skill", "name": "zabbix_skill", "kind": "skill", "official": false, "desc": "当用户问题涉及 Zabbix Server/Proxy、模板、触发器、采集项或性能问题时加载本技能。", "repo": "https://github.com/openocta/openocta_skills/tree/HEAD/wanted-phase1/zabbix_skill", "install": ["npx skills add openocta/openocta_skills --skill zabbix_skill"], "stars": 173, "pushed": "2026-06-22T02:52:43Z", "license": "MIT", "plat": "zabbix", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:awslabs/Log-Analyzer-with-MCP", "name": "Log-Analyzer-with-MCP", "kind": "mcp", "official": null, "desc": "A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation", "repo": "https://github.com/awslabs/Log-Analyzer-with-MCP", "install": [], "stars": 171, "pushed": null, "license": null, "plat": "aws cloudwatch logs", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:bicho-fyi/bicho", "name": "bicho", "kind": "mcp", "official": null, "desc": "Self-hosted error tracking on Cloudflare Workers, with OTLP ingestion and MCP tools for investigating errors.", "repo": "https://github.com/bicho-fyi/bicho", "install": [], "stars": 167, "pushed": null, "license": null, "plat": "cloudflare workers", "live": "Not checked (runs locally)"}, {"id": "plugin:anthropics/claude-plugins-official:logfire", "name": "logfire", "kind": "claude-plugin", "official": null, "desc": "Add Logfire observability to Python applications with auto-instrumentation for FastAPI, httpx, asyncpg, SQLAlchemy, and more", "repo": "https://github.com/pydantic/skills.git", "install": ["claude plugin install logfire@claude-plugins-official"], "stars": 153, "pushed": "2026-10-28T22:17:07Z", "license": "MIT", "plat": "logfire", "live": "Not checked (runs locally)"}, {"id": "skill:jtrackingai/analytics-tracking-automation", "name": "analytics-tracking-automation", "kind": "skill", "official": false, "desc": "Use when you need GA4 + GTM tracking delivery from site discovery through publish, or when the right phase entry point is still unclear.", "repo": "https://github.com/jtrackingai/analytics-tracking-automation", "install": ["npx skills add jtrackingai/analytics-tracking-automation --skill analytics-tracking-automation"], "stars": 145, "pushed": "2026-04-29T10:42:34Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jtrackingai/analytics-tracking-automation/skills/tracking-group", "name": "tracking-group", "kind": "skill", "official": false, "desc": "Use when the work starts from `site-analysis.json` and the user wants page-group authoring, grouping adjustments, or page-group approval.", "repo": "https://github.com/jtrackingai/analytics-tracking-automation/tree/HEAD/skills/tracking-group", "install": ["npx skills add jtrackingai/analytics-tracking-automation --skill tracking-group"], "stars": 145, "pushed": "2026-04-29T10:42:34Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jtrackingai/analytics-tracking-automation/skills/tracking-live-gtm", "name": "tracking-live-gtm", "kind": "skill", "official": false, "desc": "Use when the user wants to inspect the real live GTM runtime before schema generation or compare multiple live GTM containers.", "repo": "https://github.com/jtrackingai/analytics-tracking-automation/tree/HEAD/skills/tracking-live-gtm", "install": ["npx skills add jtrackingai/analytics-tracking-automation --skill tracking-live-gtm"], "stars": 145, "pushed": "2026-04-29T10:42:34Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "skill:jtrackingai/analytics-tracking-automation/skills/tracking-schema", "name": "tracking-schema", "kind": "skill", "official": false, "desc": "Use when the user wants schema preparation, event design, selector validation, schema review, or event-spec generation.", "repo": "https://github.com/jtrackingai/analytics-tracking-automation/tree/HEAD/skills/tracking-schema", "install": ["npx skills add jtrackingai/analytics-tracking-automation --skill tracking-schema"], "stars": 145, "pushed": "2026-04-29T10:42:34Z", "license": "Apache-2.0", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:winor30/mcp-server-datadog", "name": "mcp-server-datadog", "kind": "mcp", "official": null, "desc": "", "repo": "https://github.com/winor30/mcp-server-datadog", "install": [], "stars": 143, "pushed": null, "license": null, "plat": "datadog", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.tjhop/prometheus-mcp-server", "name": "Prometheus MCP Server", "kind": "mcp", "official": null, "desc": "An API-complete MCP server to manage Prometheus-compatible backends.", "repo": "https://github.com/tjhop/prometheus-mcp-server", "install": ["oci:ghcr.io/tjhop/prometheus-mcp-server:0.18.0"], "stars": 142, "pushed": "2026-11-12T04:20:43Z", "license": "Apache-2.0", "plat": "prometheus", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.SigNoz/signoz-mcp-server", "name": "SigNoz MCP Server", "kind": "mcp", "official": null, "desc": "SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants", "repo": "https://github.com/SigNoz/signoz-mcp-server", "install": ["oci:docker.io/signoz/signoz-mcp-server:v0.19.0"], "stars": 132, "pushed": "2026-11-13T00:26:44Z", "license": "Apache-2.0", "plat": "signoz", "live": "Not checked (runs locally)"}, {"id": "skill:proyecto26/system-design-skills/skills/observability", "name": "observability", "kind": "skill", "official": false, "desc": "This skill should be used when the user asks about \"observability\" or \"monitoring\", what \"metrics, logs, and traces\" to collect, \"health checks\" (liveness/readiness), \"alerting\" or \"on-call\", \"SLO/SLI\" or \"error budgets\", the \"RED\" or \"USE\" method, \"dashboards\", or names a tool like \"Prometheus\", \"Grafana\", or \"Datadog\". Use it whenever a design has no answer to \"how would we know this is broken?\" or \"what do we alert on?\" — i.e. any time failure would be invisible until users complain, even if ", "repo": "https://github.com/proyecto26/system-design-skills/tree/HEAD/skills/observability", "install": ["npx skills add proyecto26/system-design-skills --skill observability"], "stars": 131, "pushed": "2026-10-27T10:18:51Z", "license": "MIT", "plat": "observability", "live": "Not checked (runs locally)"}, {"id": "mcp:gh:aarora79/aws-cost-explorer-mcp-server", "name": "aws-cost-explorer-mcp-server", "kind": "mcp", "official": null, "desc": "MCP server for understanding AWS spend", "repo": "https://github.com/aarora79/aws-cost-explorer-mcp-server", "install": [], "stars": 127, "pushed": null, "license": null, "plat": "aws", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-browser", "name": "otel-browser", "kind": "skill", "official": false, "desc": "OpenTelemetry browser/RUM mechanics for SPAs and MPAs. Use for “browser OTel,” “frontend observability,” “Web Vitals,” `sdk-trace-web`, `WebTracerProvider`, `browser-sdk`, browser instrumentations, page-load or route tracing, sessions, clicks, console capture, JavaScript errors, or frontend-to-backend trace correlation. Browser telemetry is privacy- and volume-sensitive, and experimental packages move quickly. Not for Node.js service instrumentation or Collector-only configuration.", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-browser", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-browser"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-collector", "name": "otel-collector", "kind": "skill", "official": false, "desc": "OpenTelemetry Collector component configuration. Use when authoring, reviewing, or debugging Collector YAML for a specific receiver, processor, exporter, connector, or extension — config keys, defaults, validation rules, signal support, stability levels, and component-level gotchas. Triggers on Collector component questions including receivers, processors, exporters, connectors, extensions, component renames, signal support, and pipeline wiring.", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-collector", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-collector"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-collector-builder", "name": "otel-collector-builder", "kind": "skill", "official": false, "desc": "Build custom OpenTelemetry Collector distributions with OCB (OpenTelemetry Collector Builder). Use when authoring or debugging a builder manifest (builder.yaml), choosing component and provider versions, building a collector that bundles a custom or out-of-distribution component, setting up CI or Docker builds of a distribution, or troubleshooting OCB build failures. Triggers on \"ocb\", \"collector builder\", \"custom collector distribution\", \"builder manifest\", \"builder-config\", and version-mismatc", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-collector-builder", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-collector-builder"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-declarative-config", "name": "otel-declarative-config", "kind": "skill", "official": false, "desc": "OpenTelemetry declarative YAML configuration for SDK setup. Use when configuring OpenTelemetry SDK providers (tracer, meter, logger), setting up OTLP exporters, defining sampling strategies, or writing otel config files. Triggers on \"otel config\", \"OpenTelemetry YAML\", \"declarative configuration\", \"otelconf\", \"OTEL_CONFIG_FILE\", \"file_format\", \"configure tracing/metrics/logs export\", or when the user is setting up telemetry pipelines via config files rather than code.", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-declarative-config", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-declarative-config"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-dotnet", "name": "otel-dotnet", "kind": "skill", "official": false, "desc": "OpenTelemetry in .NET — DI/builder SDK setup (OpenTelemetry.Extensions.Hosting, AddOpenTelemetry, UseOtlpExporter, OpenTelemetrySdk.Create), native .NET instrumentation APIs (ActivitySource, System.Diagnostics.Metrics Meter) plus logging abstractions (ILogger), zero-code CLR-profiler agent, contrib instrumentation packages, performance tuning, and breaking-change audits. Use when adding, reviewing, or configuring OpenTelemetry in a .NET or ASP.NET Core service. Triggers on \"setup otel in dotnet\"", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-dotnet", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-dotnet"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-go", "name": "otel-go", "kind": "skill", "official": false, "desc": "OpenTelemetry in Go — SDK setup, API surface, breaking changes, contrib instrumentation libraries (otelhttp, otelgrpc, otelmongo), compile-time zero-code instrumentation (otelc), and performance tuning. Use when adding, reviewing, or configuring OpenTelemetry in a Go service. Triggers on \"setup otel in go\", \"go telemetry\", \"go tracing\", \"otelconf go\", \"otelhttp\", \"otelgrpc\", \"TracerProvider go\", \"MeterProvider go\", \"otelc\", \"compile-time instrumentation go\", \"zero-code go instrumentation\", \"go b", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-go", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-go"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-java", "name": "otel-java", "kind": "skill", "official": false, "desc": "OpenTelemetry in Java — Javaagent zero-code instrumentation, Spring Boot Starter, manual autoconfigure SDK, declarative YAML configuration, BOM dependency management, sensitive-data capture and redaction (url.query, headers, request parameters, SQL sanitization). Use when adding, reviewing, or configuring OpenTelemetry in a Java service. Triggers on \"setup otel in java\", \"java telemetry\", \"javaagent\", \"Spring Boot otel\", \"GlobalOpenTelemetry\", \"AutoConfiguredOpenTelemetrySdk\", \"TracerProvider ja", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-java", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-java"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-js", "name": "otel-js", "kind": "skill", "official": false, "desc": "OpenTelemetry in Node.js / JavaScript / TypeScript — NodeSDK, declarative YAML configuration, auto-instrumentations, ESM vs CJS import patterns. Use when adding, reviewing, or configuring OpenTelemetry in a Node.js service. Triggers on \"setup otel in node\", \"js telemetry\", \"node tracing setup\", \"NodeSDK\", \"auto instrumentation node\", \"TracerProvider node\", or any Node.js-related OTel question.", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-js", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-js"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-ottl", "name": "otel-ottl", "kind": "skill", "official": false, "desc": "OpenTelemetry Transformation Language (OTTL) expert for writing and debugging telemetry transformations in the OpenTelemetry Collector. Use when authoring or reviewing `transform`, `filter`, `tail_sampling` processor configs or `routing` connector configs, debugging OTTL syntax or semantics, transforming traces, metrics, logs, or profiles, or converting data-processing requirements into OTTL statements.", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-ottl", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-ottl"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-profiles", "name": "otel-profiles", "kind": "skill", "official": false, "desc": "OpenTelemetry profiles signal and the eBPF profiler (otelcol-ebpf-profiler, `profiling` receiver). Use when setting up continuous profiling with OpenTelemetry, deploying the eBPF profiler on Linux hosts, Docker, or Kubernetes (DaemonSet, kind, k3d), building a profiles pipeline, sending OTLP profiles to Pyroscope, Grafana Cloud Profiles, or another backend, getting flame graphs from OTel, enabling off-CPU profiling, or debugging profiler errors about tracefs, PID namespaces, missing pods, or the", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-profiles", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-profiles"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-python", "name": "otel-python", "kind": "skill", "official": false, "desc": "OpenTelemetry in Python — SDK setup, declarative config, zero-code instrumentation (opentelemetry-instrument, opentelemetry-distro), contrib auto-instrumentation, manual API, performance tuning, breaking changes. Use when configuring or troubleshooting OpenTelemetry in a Python service. Triggers on \"setup otel in python\", \"python telemetry\", \"python tracing\", \"opentelemetry-instrument\", \"opentelemetry-distro\", \"TracerProvider python\", \"MeterProvider python\", \"FastAPI/Flask/Django otel\", \"python ", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-python", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-python"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-ruby", "name": "otel-ruby", "kind": "skill", "official": false, "desc": "OpenTelemetry in Ruby — SDK setup, manual tracing, experimental metrics and logs, Bundler integration, contrib instrumentation for Rails/Rack/Sinatra/Sidekiq and other gems, propagation, performance, and upgrades. Use when adding, reviewing, configuring, or troubleshooting OpenTelemetry in a Ruby or Rails service. Triggers on \"setup otel in ruby\", \"ruby telemetry\", \"Rails OpenTelemetry\", \"OpenTelemetry::SDK.configure\", \"opentelemetry-instrumentation-all\", \"Ruby tracing\", \"Rack otel\", \"Sidekiq ot", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-ruby", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-ruby"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ollygarden/opentelemetry-agent-skills/skills/otel-sdk-versions", "name": "otel-sdk-versions", "kind": "skill", "official": false, "desc": "OpenTelemetry release version lookup for SDKs across languages and for the Collector (core, contrib, distributions, builder/OCB), the declarative configuration schema, semantic conventions, and Weaver. Use when choosing the latest compatible released OpenTelemetry SDK, package, or component version, when asked what the latest release of one of these is, and when locating setup docs or examples. Not for Collector build manifests or upgrade-risk assessment.", "repo": "https://github.com/ollygarden/opentelemetry-agent-skills/tree/HEAD/skills/otel-sdk-versions", "install": ["npx skills add ollygarden/opentelemetry-agent-skills --skill otel-sdk-versions"], "stars": 126, "pushed": "2026-11-13T06:10:28Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:ejboy/agent-scripts/skills/lightweight-monitoring", "name": "lightweight-monitoring", "kind": "skill", "official": false, "desc": "Add lightweight application monitoring, health checks, and request metrics with minimal dependencies and operational overhead. Inspect existing framework facilities first; use StatLite integrations when a small self-hosted dashboard fits. Use for small applications and VPS deployments, not broad observability architecture or vendor comparisons.", "repo": "https://github.com/ejboy/agent-scripts/tree/HEAD/skills/lightweight-monitoring", "install": ["npx skills add ejboy/agent-scripts --skill lightweight-monitoring"], "stars": 118, "pushed": "2026-11-14T00:01:00Z", "license": "MIT", "plat": "statlite", "live": "Not checked (runs locally)"}, {"id": "skill:neondatabase/agent-skills/plugins/neon-postgres/skills/neon-realtime", "name": "neon-realtime", "kind": "skill", "official": false, "desc": "Neon Realtime makes any SQL query live. Build realtime, reactive apps and agents on Lakebase Postgres with live SQL queries and reactivity primitives. Use when app UI or agent state must update live from database rows (dashboards, feeds, collaboration, multi-user or multi-device sync), for optimistic mutations, or to replace polling or other realtime sync systems. Triggers include \"live query\", \"subscribe\", \"sync engine\", \"useLiveQuery\", \"TanStack DB\", \"optimistic updates\", \"@neon/realtime\". For", "repo": "https://github.com/neondatabase/agent-skills/tree/HEAD/plugins/neon-postgres/skills/neon-realtime", "install": ["npx skills add neondatabase/agent-skills --skill neon-realtime"], "stars": 113, "pushed": "2026-11-12T18:57:31Z", "license": "Apache-2.0", "plat": "neon", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.labstack/pitot", "name": "Pitot", "kind": "mcp", "official": null, "desc": "Investigate OpenTelemetry traces, metrics, and logs, and manage personal dashboards.", "repo": "https://github.com/labstack/pitot", "install": ["https://{pitot_host}/mcp"], "stars": 109, "pushed": "2026-11-12T21:00:30Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Down · URLError: <urlopen error [Errno 11001] getaddrinfo failed> (checked 2026-11-13)"}, {"id": "mcp:io.github.PascaleBeier/hitkeep", "name": "HitKeep", "kind": "mcp", "official": null, "desc": "Stateless 2026-07-28 read-only MCP server for aggregate HitKeep analytics and official docs.", "repo": "https://github.com/pascalebeier/hitkeep", "install": ["https://{hitkeep_host}/mcp"], "stars": 106, "pushed": "2026-11-07T07:54:18Z", "license": "MIT", "plat": "", "live": "Down · URLError: <urlopen error [Errno 11001] getaddrinfo failed> (checked 2026-11-13)"}, {"id": "mcp:gh:livehybrid/splunk-mcp", "name": "splunk-mcp", "kind": "mcp", "official": null, "desc": "[ARCHIVED] Community Splunk MCP server — use the official Splunk MCP Server on Splunkbase (app 7931)", "repo": "https://github.com/livehybrid/splunk-mcp", "install": [], "stars": 106, "pushed": null, "license": null, "plat": "splunk", "live": "Not checked (runs locally)"}, {"id": "skill:render-oss/skills/skills/render-monitor", "name": "render-monitor", "kind": "skill", "official": false, "desc": "Monitor Render services in real-time. Check health, performance metrics, logs, and resource usage. Use when users want to check service status, view metrics, monitor performance, or verify deployments are healthy.", "repo": "https://github.com/render-oss/skills/tree/HEAD/skills/render-monitor", "install": ["npx skills add render-oss/skills --skill render-monitor"], "stars": 105, "pushed": "2026-11-03T18:29:03Z", "license": "MIT", "plat": "render", "live": "Not checked (runs locally)"}, {"id": "skill:dash0hq/agent-skills/skills/otel-collector", "name": "otel-collector", "kind": "skill", "official": false, "desc": "Expert guidance for configuring and deploying the OpenTelemetry Collector. Use when setting up a Collector pipeline, configuring receivers, exporters, or processors, deploying a Collector to Kubernetes or Docker, or forwarding telemetry to Dash0. Triggers on requests involving collector, pipeline, OTLP receiver, exporter, or Dash0 collector setup.", "repo": "https://github.com/dash0hq/agent-skills/tree/HEAD/skills/otel-collector", "install": ["npx skills add dash0hq/agent-skills --skill otel-collector"], "stars": 102, "pushed": "2026-11-13T14:18:34Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "skill:dash0hq/agent-skills/skills/otel-instrumentation", "name": "otel-instrumentation", "kind": "skill", "official": false, "desc": "Configures trace spans, defines custom metrics, sets up log exporters, and optimizes sampling strategies for OpenTelemetry instrumentation. Use when instrumenting applications with traces, metrics, or logs. Triggers on requests for observability, telemetry, tracing, metrics collection, logging integration, or OTel setup.", "repo": "https://github.com/dash0hq/agent-skills/tree/HEAD/skills/otel-instrumentation", "install": ["npx skills add dash0hq/agent-skills --skill otel-instrumentation"], "stars": 102, "pushed": "2026-11-13T14:18:34Z", "license": "Apache-2.0", "plat": "opentelemetry", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.TocharianOU/kibana", "name": "Kibana", "kind": "mcp", "official": null, "desc": "Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration", "repo": "https://github.com/TocharianOU/mcp-server-kibana", "install": ["npm:@tocharianou/mcp-server-kibana", "npm:@tocharianou/mcp-server-kibana"], "stars": 86, "pushed": "2026-10-11T11:50:44Z", "license": "Apache-2.0", "plat": "kibana", "live": "Not checked (runs locally)"}, {"id": "mcp:com.pulsemcp/appsignal", "name": "com.pulsemcp/appsignal", "kind": "mcp", "official": null, "desc": "MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.", "repo": "https://github.com/pulsemcp/mcp-servers", "install": ["npm:appsignal-mcp-server"], "stars": 81, "pushed": "2026-10-09T17:32:15Z", "license": "MIT", "plat": "appsignal", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/acronis-mcp", "name": "Acronis MCP", "kind": "mcp", "official": null, "desc": "The first real CLI for the Acronis Cyber Protect Cloud platform  -  every tenant, agent, and usage", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/acronis-v0.1.13/acronis-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "acronis", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/action1-mcp", "name": "Action1 MCP", "kind": "mcp", "official": null, "desc": "Every Action1 endpoint, plus fleet-wide patch and vulnerability views across all your organizations.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/action1-v0.1.16/action1-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "action1", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/afi-mcp", "name": "Afi MCP", "kind": "mcp", "official": null, "desc": "The first CLI for Afi SaaS backup  -  full public-API coverage plus the fleet-wide coverage", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/afi-v0.1.13/afi-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "afi", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/domotz-mcp", "name": "Domotz MCP", "kind": "mcp", "official": null, "desc": "Every Domotz endpoint, plus a local SQLite fleet mirror that answers cross-site questions.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/domotz-v0.1.13/domotz-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "domotz", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/dropsuite-mcp", "name": "Dropsuite (NinjaOne) MCP", "kind": "mcp", "official": null, "desc": "Every Dropsuite (NinjaOne SaaS Backup) read, plus fleet-wide backup health, coverage gaps and", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/dropsuite-v0.1.4/dropsuite-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "dropsuite", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/liongard-mcp", "name": "Liongard MCP", "kind": "mcp", "official": null, "desc": "Liongard config visibility: sync your estate offline, then drift-check and search it from one CLI.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/liongard-v0.1.13/liongard-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "liongard", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/n-central-mcp", "name": "N-able N-central MCP", "kind": "mcp", "official": null, "desc": "N-central REST API with an offline org-tree mirror, cross-tenant search, and a JWT-expiry guardian.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/n-central-v0.1.12/n-central-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "n-able", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/prtg-mcp", "name": "PRTG Network Monitor MCP", "kind": "mcp", "official": null, "desc": "Every PRTG API v2 endpoint, plus a fleet view across every client's PRTG core: alarms, status", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/prtg-v0.1.6/prtg-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "prtg", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/rocketcyber-mcp", "name": "RocketCyber MCP", "kind": "mcp", "official": null, "desc": "CLI and MCP server for RocketCyber Managed SOC: triage, MTTR, and posture analytics.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/rocketcyber-v0.1.13/rocketcyber-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "rocketcyber", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/rootly-mcp", "name": "Rootly MCP", "kind": "mcp", "official": null, "desc": "Every Rootly incident, alert, and on-call object as a typed command  -  plus a local SQLite mirror", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/rootly-v0.1.11/rootly-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "rootly", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/saas-alerts-mcp", "name": "SaaS Alerts MCP", "kind": "mcp", "official": null, "desc": "SaaS Alerts alerts, Respond rule triggers and response across every customer tenant.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/saas-alerts-v0.1.7/saas-alerts-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "saas alerts", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/servosity-mcp", "name": "Servosity MCP", "kind": "mcp", "official": null, "desc": "Fleet-wide backup triage, stale-backup detection, and cross-engine analytics for any MCP agent.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/servosity-v0.6.18/servosity-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "servosity", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/skykick-mcp", "name": "SkyKick MCP", "kind": "mcp", "official": null, "desc": "Fleet backup posture, stale snapshots, and coverage gaps for SkyKick Cloud Backup.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/skykick-v0.1.12/skykick-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "skykick", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/synology-mcp", "name": "Synology MCP", "kind": "mcp", "official": null, "desc": "Active Backup for Business jobs and storage health from every client Synology NAS, in one database", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/synology-v0.1.5/synology-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "synology", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.Servosity/veeam-mcp", "name": "Veeam VSPC MCP", "kind": "mcp", "official": null, "desc": "Sync Veeam Service Provider Console tenants to local SQLite; cross-company backup answers offline.", "repo": "https://github.com/servosity/msp-skills", "install": ["mcpb:https://github.com/Servosity/msp-skills/releases/download/veeam-v0.1.13/veeam-mcp.mcpb"], "stars": 79, "pushed": "2026-11-12T12:02:14Z", "license": "NOASSERTION", "plat": "veeam", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.OptimNow/cloud-finops", "name": "Cloud FinOps Skill & MCP", "kind": "mcp", "official": null, "desc": "Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.", "repo": "https://github.com/OptimNow/cloud-finops-skills", "install": ["pypi:cloud-finops-mcp", "https://mcp.optimnow.io/mcp"], "stars": 72, "pushed": "2026-11-13T08:11:37Z", "license": "CC-BY-SA-4.0", "plat": "aws", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.DavidFuchs/mcp-uptime-kuma", "name": "MCP Server for Uptime Kuma", "kind": "mcp", "official": null, "desc": "Manage your Uptime Kuma 2 instance from an LLM: monitors, status pages, notifications, maintenance", "repo": "https://github.com/DavidFuchs/mcp-uptime-kuma", "install": ["npm:@davidfuchs/mcp-uptime-kuma", "npm:@davidfuchs/mcp-uptime-kuma"], "stars": 70, "pushed": "2026-11-12T21:46:45Z", "license": "MIT", "plat": "uptime kuma", "live": "Not checked (runs locally)"}, {"id": "mcp:dev.uptimepage/uptimepage", "name": "Uptimepage", "kind": "mcp", "official": null, "desc": "Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.", "repo": "https://github.com/uptimepage/uptimepage", "install": ["https://mcp.uptimepage.dev/mcp"], "stars": 55, "pushed": "2026-11-13T04:39:09Z", "license": "AGPL-3.0", "plat": "uptimepage", "live": "Live · 2794 ms · 42 tools · `list_tags` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:com.rootly/mcp-server", "name": "Rootly", "kind": "mcp", "official": null, "desc": "Incident management, on-call scheduling, and intelligent analysis powered by Rootly.", "repo": "https://github.com/Rootly-AI-Labs/Rootly-MCP-server", "install": ["pypi:rootly-mcp-server", "https://mcp.rootly.com/sse"], "stars": 45, "pushed": "2026-11-13T06:07:26Z", "license": "Apache-2.0", "plat": "rootly", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.fclairamb/solidping", "name": "SolidPing", "kind": "mcp", "official": null, "desc": "Self-hostable uptime monitoring: create checks, read 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Alerts on breaking changes.", "repo": "https://github.com/rohitcodilya/fixzi-mcp", "install": ["https://fixzi.ai/api/mcp"], "stars": 1, "pushed": "2026-07-21T10:25:44Z", "license": null, "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.itzhouq/grafana-mcp", "name": "Grafana MCP", "kind": "mcp", "official": null, "desc": "Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching", "repo": "https://github.com/itzhouq/grafana-mcp", "install": ["npm:grafana-mcp"], "stars": 1, "pushed": "2026-10-09T10:27:00Z", "license": "MIT", "plat": "grafana", "live": "Not checked (runs locally)"}, {"id": "mcp:io.usefulapi/healthchecksio", "name": "Healthchecks.io MCP by usefulapi", "kind": "mcp", "official": null, "desc": "Manage cron/heartbeat checks, read pings and flips, pause/resume/delete on Healthchecks.io.", "repo": "https://github.com/m190/usefulapi-mcp", "install": ["https://healthchecksio.usefulapi.io/mcp"], "stars": 1, "pushed": "2026-11-13T06:39:36Z", "license": "MIT", "plat": "healthchecks.io", "live": "Live · 656 ms · 12 tools · `healthchecksio_list_badges` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.HostTracker/hosttracker", "name": "HostTracker", "kind": "mcp", "official": null, "desc": "Website uptime monitoring: run checks from 300+ locations, manage monitors, alerts and incidents", "repo": "https://github.com/HostTracker/mcp", "install": ["https://mcp.host-tracker.com/mcp"], "stars": 1, "pushed": "2026-08-30T16:27:06Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.usefulapi/inngest", "name": "Inngest MCP by usefulapi", "kind": "mcp", "official": null, "desc": "Trace events to function runs to the failing step, and bulk-cancel runs.", "repo": "https://github.com/m190/usefulapi-mcp", "install": ["https://inngest.usefulapi.io/mcp"], "stars": 1, "pushed": "2026-11-13T06:39:36Z", "license": "MIT", "plat": "inngest", "live": "Live · 510 ms · 11 tools · `inngest_list_events` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.Ankit512/itsoc-mcp", "name": "io.github.Ankit512/itsoc-mcp", "kind": "mcp", "official": null, "desc": "Read-only MCP server over a local log-analysis backend; a client that computes no verdicts.", "repo": "https://github.com/Ankit512/log-anomaly-detector", "install": ["pypi:itsoc-mcp"], "stars": 1, "pushed": "2026-09-10T07:43:47Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.dockndevai/mcp-kafka", "name": "io.github.dockndevai/mcp-kafka", "kind": "mcp", "official": null, "desc": "Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.", "repo": "https://github.com/dockndevai/mcp-kafka", "install": ["npm:@dockndevai/mcp-kafka"], "stars": 1, "pushed": "2026-11-11T05:19:16Z", "license": "MIT", "plat": "kafka", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.dotmoosehosting/dotmoose-tools", "name": "io.github.dotmoosehosting/dotmoose-tools", "kind": "mcp", "official": null, "desc": "Public DNS, mail, TLS, and web diagnostics plus Looking Glass probes via remote MCP.", "repo": "https://github.com/dotmoosehosting/dotmoose-mcp", "install": ["https://mcp.dotmoose.com/tools/mcp"], "stars": 1, "pushed": "2026-10-24T01:34:04Z", "license": "MIT", "plat": "dotmoose", "live": "Live · 772 ms · 40 tools · free to try: `check_dkim` answered without a key (checked 2026-11-13)"}, {"id": "mcp:io.github.lhf552004/cloudpulse", "name": "io.github.lhf552004/cloudpulse", "kind": "mcp", "official": null, "desc": "Cross-cloud observability for AI agents. 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["npm:@rog0x/mcp-log-tools"], "stars": 1, "pushed": "2026-03-21T20:21:48Z", "license": "NOASSERTION", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.ronniechong/healthchecks-io-mcp", "name": "io.github.ronniechong/healthchecks-io-mcp", "kind": "mcp", "official": null, "desc": "Unofficial MCP server for managing Healthchecks.io checks via the Management API", "repo": "https://github.com/ronniechong/healthchecks-io-mcp", "install": ["npm:@digitalronin/healthchecks-io-mcp"], "stars": 1, "pushed": "2026-11-03T16:42:17Z", "license": "MIT", "plat": "healthchecks.io", "live": "Not checked (runs locally)"}, {"id": "mcp:io.rootstuff/sentinel", "name": "io.rootstuff/sentinel", "kind": "mcp", "official": null, "desc": "Uptime, SSL, DNS and domain monitoring you can talk to from Claude or any MCP client.", "repo": "https://github.com/rootstuff/sentinel-mcp", "install": ["https://sentinel.rootstuff.io/mcp/sentinel-oauth", "https://sentinel.rootstuff.io/mcp/sentinel"], "stars": 1, "pushed": "2026-10-01T18:43:57Z", "license": null, "plat": "domain monitoring", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.james116blue/journald-mcp-server", "name": "Journald MCP Server", "kind": "mcp", "official": null, "desc": "Incident forensic with log files analyzing", "repo": "https://github.com/james116blue/journald-mcp-server.git", "install": ["pypi:journald-mcp-server"], "stars": 1, "pushed": "2025-12-15T20:17:34Z", "license": null, "plat": "journald", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.denizgursoy/kafka-mcp", "name": "Kafka MCP", "kind": "mcp", "official": null, "desc": "Debug Kafka from an agent: find messages, measure consumer lag, unblock consumers, compare clusters.", "repo": "https://github.com/denizgursoy/kafka-mcp", "install": ["oci:ghcr.io/denizgursoy/kafka-mcp:v0.2.8", "mcpb:https://github.com/denizgursoy/kafka-mcp/releases/download/v0.2.8/kafka-mcp_0.2.8_darwin_arm64.mcpb", "mcpb:https://github.com/denizgursoy/kafka-mcp/releases/download/v0.2.8/kafka-mcp_0.2.8_linux_amd64.mcpb", "mcpb:https://github.com/denizgursoy/kafka-mcp/releases/download/v0.2.8/kafka-mcp_0.2.8_linux_arm64.mcpb", "mcpb:https://github.com/denizgursoy/kafka-mcp/releases/download/v0.2.8/kafka-mcp_0.2.8_windows_amd64.mcpb"], "stars": 1, "pushed": "2026-11-08T17:17:56Z", "license": "MIT", "plat": "kafka", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.log-10x/log10x-mcp", "name": "Log10x MCP", "kind": "mcp", "official": null, "desc": "Rank log patterns by volume and cost, then compact, tier down or offload the excess over each cap", "repo": "https://github.com/log-10x/log10x-mcp", "install": ["npm:log10x-mcp"], "stars": 1, "pushed": "2026-11-08T21:11:27Z", "license": "MIT", "plat": "log patterns", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.abhishekash/mcp-trace", "name": "MCP Trace", "kind": "mcp", "official": null, "desc": "Query OpenTelemetry traces from agent runs through MCP.", "repo": "https://github.com/abhishekash/mcp-trace", "install": ["pypi:abhishekash-mcp-trace"], "stars": 1, "pushed": "2026-10-17T06:28:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.abhishekash/mcp-trace-inspector", "name": "mcp-trace-inspector", "kind": "mcp", "official": null, "desc": "Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.", "repo": "https://github.com/abhishekash/mcp-trace-inspector", "install": ["pypi:mcp-trace-inspector"], "stars": 1, "pushed": "2026-10-17T06:28:29Z", "license": "MIT", "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.partprogramming09/metal-gpu-trace", "name": "Metal GPU Trace", "kind": "mcp", "official": null, "desc": "Measure Wine and macOS programs' GPU use on Apple silicon with Metal System Trace", "repo": "https://github.com/partprogramming09/metal-gpu-trace", "install": ["pypi:metal-gpu-trace"], "stars": 1, "pushed": "2026-11-12T15:53:35Z", "license": "MIT", "plat": "apple metal", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.marvtub/nimo", "name": "nimo", "kind": "mcp", "official": null, "desc": "Monitoring that tells you the fix: uptime, Core Web Vitals, cron check-ins, Journey Watch.", "repo": "https://github.com/marvtub/nimo-mcp", "install": ["https://api.heynimo.com/mcp-server"], "stars": 1, "pushed": "2026-11-09T16:02:45Z", "license": "MIT", "plat": "nimo", "live": "Live · 2002 ms · 24 tools · `get_site` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.usefulapi/nodeping", "name": "NodePing MCP by usefulapi", "kind": "mcp", "official": null, "desc": "Read NodePing checks, uptime, results and events; mute checks, manage maintenance and schedules.", "repo": "https://github.com/m190/usefulapi-mcp", "install": ["https://nodeping.usefulapi.io/mcp"], "stars": 1, "pushed": "2026-11-13T06:39:36Z", "license": "MIT", "plat": "nodeping", "live": "Live · 769 ms · 28 tools · `nodeping_get_account` asked for an API key (checked 2026-11-13)"}, {"id": "mcp:io.github.ni-c/ntfy-mcp", "name": "ntfy", "kind": "mcp", "official": null, "desc": "Publish ntfy notifications, read the message cache, and manage users and topic access", "repo": "https://github.com/ni-c/ntfy-mcp", "install": ["npm:@ni-c/ntfy-mcp", "oci:ghcr.io/ni-c/ntfy-mcp:0.3.0"], "stars": 1, "pushed": "2026-11-12T14:26:42Z", "license": "MIT", "plat": "ntfy", "live": "Not checked (runs locally)"}, {"id": "mcp:com.pingfyr/pingfyr", "name": "Pingfyr", "kind": "mcp", "official": null, "desc": "Schedule reminders for AI agents via email, webhook, Slack, Discord, Telegram, or Google Calendar.", "repo": "https://github.com/Pingfyr/mcp", "install": ["https://mcp.pingfyr.com/mcp?apiKey={apiKey}"], "stars": 1, "pushed": "2026-06-08T14:07:01Z", "license": "MIT", "plat": "", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.usefulapi/pulseway", "name": "Pulseway MCP by usefulapi", 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0, "pushed": "2026-05-25T22:51:41Z", "license": "MIT", "plat": "azure", "live": "Not checked (runs locally)"}, {"id": "mcp:com.badgerbell/badgerbell", "name": "BadgerBell", "kind": "mcp", "official": null, "desc": "Uptime monitoring and status pages: set up monitors, read incidents, draft status updates.", "repo": null, "install": ["https://app.badgerbell.com/mcp"], "stars": null, "pushed": null, "license": null, "plat": "badgerbell", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:io.github.AIops-tools/bind9-aiops", "name": "BIND 9 AIops", "kind": "mcp", "official": null, "desc": "Governed BIND 9 DNS operations — 23 MCP tools with audit.", "repo": "https://github.com/AIops-tools/BIND9-AIops", "install": ["pypi:bind9-aiops"], "stars": 0, "pushed": "2026-11-08T07:25:55Z", "license": "MIT", "plat": "bind 9 dns", "live": "Not checked (runs locally)"}, {"id": "mcp:com.bitmovin.mcp.analytics/analytics-mcp", "name": "Bitmovin Observability MCP", "kind": "mcp", 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"https://github.com/aiaiohhh/bbb-mcp-server-core", "install": ["npm:bbb-mcp-server"], "stars": null, "pushed": null, "license": null, "plat": "", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.bugfender/mcp", "name": "Bugfender", "kind": "mcp", "official": null, "desc": "Access Bugfender logs, crashes, devices, and user feedback from MCP-enabled clients.", "repo": "https://github.com/bugfender/bugfender-mcp", "install": ["npm:@bugfender/mcp"], "stars": 0, "pushed": "2026-11-12T08:14:44Z", "license": "Apache-2.0", "plat": "bugfender", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.fullfatthings/bunny-mcp", "name": "bunny.net CDN and Shield", "kind": "mcp", "official": null, "desc": "Debug bunny.net CDN pull zones and manage bunny Shield: WAF, rate limits, bot detection, event logs", "repo": "https://github.com/fullfatthings/bunny-mcp", "install": ["npm:@fullfatthings/bunny-mcp"], "stars": 0, "pushed": "2026-11-13T02:05:46Z", "license": "MIT", "plat": "bunny.net", "live": "Not checked (runs locally)"}, {"id": "mcp:io.github.AIops-tools/ceph-aiops", "name": "Ceph AIops", "kind": "mcp", "official": null, "desc": "Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.", "repo": "https://github.com/AIops-tools/Ceph-AIops", "install": ["pypi:ceph-aiops"], "stars": 0, "pushed": "2026-10-30T01:36:08Z", "license": "MIT", "plat": "ceph", "live": "Not checked (runs locally)"}, {"id": "mcp:ai.chipp/chipp-observability", "name": "Chipp Observability", "kind": "mcp", "official": null, "desc": "Chipp: a deployed project's database (read), logs, errors, analytics, CI status, custom actions.", "repo": null, "install": ["https://mcp.chipp.ai/mcp/observability"], "stars": null, "pushed": null, "license": null, "plat": "chipp", "live": "Responds, sign-in needed (checked 2026-11-13)"}, {"id": "mcp:sh.clamp/mcp", "name": "Clamp Analytics", "kind": "mcp", "official": null, "desc": "Clamp Analytics MCP server: traffic, revenue, 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