605 of these skill files have been read, by 530 distinct authors, and what they tell an agent counted. What Monitoring & observability authors agree on, and what they forbid

• 61

  Mcp

  uptimemonitoring/examples/com.uptimemonitoring/mcp · MCP server

  0★ repo

  Agent-native uptime monitoring. Create, inspect, and assert monitor health. Free 50-monitor tier.

• 62

  Observability AIops

  AIops-tools/Observability-AIops/io.github.AIops-tools/observability-aiops · MCP server

  0★ repo

  Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

• 63

  Health check ai mcp

  CSOAI-ORG/health-check-ai-mcp/io.github.CSOAI-ORG/health-check-ai-mcp · MCP server

  0★ repo

  health-check-ai-mcp MCP server by MEOK AI Labs

• 64

  Mcp prometheus

  jeanlopezxyz/mcp-prometheus/io.github.jeanlopezxyz/mcp-prometheus · MCP server

  0★ repo

  A Model Context Protocol (MCP) server for Prometheus monitoring

• 65

  Agentic Observability MCP

  mdfifty50-boop/agent-observability-mcp/io.github.mdfifty50-boop/agentic-observability · MCP server

  no license0★ repo

  Agent tracing, cost tracking, anomaly detection for LLM agents

• 66

  Prometheus mcp

  mshegolev/prometheus-mcp/io.github.mshegolev/prometheus-mcp · MCP server

  0★ repo

  Prometheus MCP — query metrics, inspect alerts, and explore scrape targets (read-only).

• 67

  Sable Platform + HyperDX Observability

  sable-inc/anvil/io.github.sable-inc/anvil · MCP server

  no license0★ repo

  Manage Sable AI voice agents, query HyperDX logs and metrics, and deploy — all from your IDE

• 68

  Hotel Rate Monitoring API

  veyvey45-eng/travel-monitor-launch-examples/io.github.veyvey45-eng/travel-monitor-launch · MCP server

  no license0★ repo

  Remote MCP server for hotel rate monitoring, parity checks, and pricing intelligence via Apify.

• 69

  Seo monitoring

  kostja94/marketing-skills/skills/analytics/seo/seo-monitoring · Skill

  879★ repo

  Agent Skills for Marketing — SEO, Social, Influencer & More. 160+ open-source skills for SEO, content, 40+ page types, paid ads, channels, and strategies. Add project context; get tailored, production-ready output. Cursor, Claude Code, OpenClaw — no lock-in.

• 70

  Api monitoring

  nexscope-ai/eCommerce-Skills/api-monitoring · Skill

  675★ repo

  E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.

• 71

  Health check

  weklund/fiduciary/.claude/skills/health-check · Skill

  10★ repo

  A personal financial advisor that runs locally. Plaid CLI + SQLite + Claude Code skills. Fiduciary-grade advice grounded in your real data.

• 72

  Devops

  yamanidev/claude-code-configuration/skills/devops · Skill

  9★ repo

  My personal Claude Code configuration.

• 73

  Backlink monitoring

  thisisAhsanIqbal/nextjs-seo-audit/skills/backlink-monitoring · Skill

  7★ repo

  AI Agent Skills for SEO auditing , 11 SKILL.md files that teach Cursor, Claude Code, Copilot & more to perform comprehensive SEO audits. Zero dependencies.

• 74

  Deep review

  EdytaKucharska/keel/skills/deep-review · Skill

  3★ repo

  Decisions, not standards. Keel is a Claude Code plugin for product builders who direct AI rather than type code — it sits at decision moments (should we build this, which shape, what breaks if we're wrong, what does wrong cost), not at code-style moments.

• 75

  Supreme ai engineering

  davccavalcante/supreme-coding-guidelines-skill.ah/skills/supreme-ai-engineering · Skill

  no license3★ repo

  The .ah (Teleological Semantic Format) skill bundle for Claude Code, Cursor, Trae, Zed & Kiro by David C. Cavalcante. 9 gematria-checksummed skills: coding guidelines, project audit, problem-solving, AI engineering, NPM/Node, content craft, deliberation council & research-grade benchmarking. Token-efficient, always-on after one load.

• 76

  Agent ready go

  rshade/agent-skills/skills/agent-ready-go · Skill

  3★ repo

  Picks and Shovels for digging AI

• 77

  Agent observability desk

  MadewellRD/skills-lab/dist/skills/ai-engineering-command-desk/agent-observability-desk · Skill

  2★ repo

  Vendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.

• 78

  Composer health check

  zxc7563598/skillbox/skills/composer-health-check · Skill

  1★ repo

  持续分享我自己编写、长期使用并不断打磨的 Claude Code Skills。欢迎使用，更欢迎你动手做出自己的。

• 79

  Agent observability

  Arnie016/codex-prompt-templates/skills/agent-observability · Skill

  1★ repo

  Color-coded Codex prompt templates and Agent Skills for plugin-orchestrated AI coding workflows, MCP safety, repo intelligence, and automation.

• 80

  Python engineering

  grimaldost/craft-collection/plugins/engineering-discipline/skills/python-engineering · Skill

  1★ repo

  A Claude Code plugin marketplace that codifies engineering craft: disciplined Python and data-engineering practice alongside deliberate session-knowledge workflows, packaged as reusable skills.

• 81

  Roblox admin tools observability

  AshExplained/roblox-skills/roblox-admin-tools-observability · Skill

  0★ repo

  34 Claude Code AI skills for Roblox game development: ideas, Luau architecture, gameplay systems, UX, economy, monetization, security, QA, publishing, and live ops.

• 82

  Data quality

  SkillMedev/data-engineering-pipeline/skills/data-quality · Skill

  0★ repo

  Streams, batch, and storage — production data pipelines, encoded.

• 83

  Operating production services

  nhattrung0911/shipwright/skills/operating-production-services · Skill

  0★ repo

  Production-grade engineering discipline for AI coding agents — 5 composable skills (plan, build, secure, operate) for Claude Code, Codex & Gemini. Never skips a step, never fakes done.

• 84

  Arista device health

  vahagn-madatyan/netsec-skills-suite/skills/arista-device-health · Skill

  0★ repo

  The Complete Network & Network Security Skills Suite

• 85

  Nonfunctional requirements

  chrisVillanueva/ai-skills-registry/data-engineering/nonfunctional-requirements · Skill

  no license0★ repo

  A registry of agent-loadable skills that distill technical knowledge and expertise from prior large-scale, enterprise engagements. Focus given to decision-making frameworks, trade-offs analysis, and addresses conditions that require subtle technical judgments. The Agent Skills open standard is used to develop all skills.

• 86

  Config health check

  RTOAI/Convbox-DiagClaw/utilities/config-health-check · Skill

  0★ repo

  Your Marketing Doctor: an open Agent Skill for DTC ecommerce diagnosis using first-party attribution, automatic routing, and actionable reports.

• 87

  Monitoring AIops

  AIops-tools/Monitoring-AIops/io.github.AIops-tools/monitoring-aiops · MCP server

  0★ repo

  Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.

• 88

  Observability and instrumentation

  addyosmani/agent-skills/skills/observability-and-instrumentation · Skill

  85,040★ repo

  Production-grade engineering skills for AI coding agents.

• 89

  Api testing observability api mock

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/api-testing-observability-api-mock · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 90

  Apify brand reputation monitoring

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/apify-brand-reputation-monitoring · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 91

  Azure mgmt applicationinsights dotnet

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/azure-mgmt-applicationinsights-dotnet · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 92

  Azure monitor opentelemetry exporter java

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/azure-monitor-opentelemetry-exporter-java · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 93

  Azure monitor opentelemetry exporter py

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/azure-monitor-opentelemetry-exporter-py · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 94

  Azure monitor opentelemetry py

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/azure-monitor-opentelemetry-py · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 95

  Azure monitor opentelemetry ts

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/azure-monitor-opentelemetry-ts · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 96

  Database migrations migration observability

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/database-migrations-migration-observability · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 97

  Error debugging error trace

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/error-debugging-error-trace · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 98

  Error diagnostics error trace

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/error-diagnostics-error-trace · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 99

  Frontend observability

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/frontend-observability · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 100

  Grafana dashboards

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/grafana-dashboards · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 101

  Langfuse

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/langfuse · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 102

  Manifest

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/manifest · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 103

  Monte carlo monitoring advisor

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/monte-carlo-monitoring-advisor · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 104

  Observability and instrumentation

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/observability-and-instrumentation · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 105

  Observability engineer

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/observability-engineer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 106

  Observability monitoring monitor setup

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/observability-monitoring-monitor-setup · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 107

  Observability monitoring slo implement

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/observability-monitoring-slo-implement · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 108

  Prometheus configuration

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/prometheus-configuration · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 109

  Service mesh observability

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/service-mesh-observability · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 110

  Slo implementation

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/slo-implementation · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 111

  Api testing observability api mock

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/api-testing-observability-api-mock · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 112

  Apify brand reputation monitoring

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/apify-brand-reputation-monitoring · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 113

  Azure mgmt applicationinsights dotnet

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/azure-mgmt-applicationinsights-dotnet · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 114

  Azure monitor opentelemetry exporter java

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/azure-monitor-opentelemetry-exporter-java · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 115

  Azure monitor opentelemetry exporter py

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/azure-monitor-opentelemetry-exporter-py · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 116

  Azure monitor opentelemetry py

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/azure-monitor-opentelemetry-py · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 117

  Azure monitor opentelemetry ts

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/azure-monitor-opentelemetry-ts · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 118

  Database migrations migration observability

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/database-migrations-migration-observability · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 119

  Error debugging error trace

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/error-debugging-error-trace · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 120

  Error diagnostics error trace

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/error-diagnostics-error-trace · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.