mcpbeat

DevOps & Cloud Skills

4 308 DevOps skills from 392 authors. They ship releases, run infrastructure and keep watch over what is deployed. Half of them fit into 2 096 tokens or less — that is what one costs your context window when the agent loads it. 507 ship runnable scripts rather than instructions alone. 28 of them cannot work without an MCP server, most often rube. We also found 633 copies of these same skills sitting in other people's repositories — counted once here, not 633 times.

4 308 unique 392 authors 2 042 updated this month 543 from vendors

2 096
tokens, median
what a typical one costs in context
507
ship scripts
code that runs, not instructions alone
28
need a server
most often rube
633
copies elsewhere
counted once here, not once per repository

4 273–4 308 of 4 308

page 90 of 90
Project Development
Svenja-dev

Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.

18k tokens scripts
Godot
Randroids-Dojo

Develop, test, build, and deploy Godot 4.x games. Includes GdUnit4 for GDScript unit tests and PlayGodot for game automation and E2E testing. Supports web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.

19k tokens scripts
Capminal
Capminal

CAP Skills can help agents to interact with Cap Wallet, deploy tokens via Clanker, Liquid or Virtuals, claim rewards, manage limit/TWAP/DCA orders, bridge tokens between Base and Robinhood, and discover/call x402 APIs

14k tokens
Autonomous Cloud Orchestration
qodex-ai

Orchestrate multi-service AWS workflows with autonomous agents. Coordinates across compute, storage, identity, and observability services for intelligent cloud automation.

27k tokens scripts
Cloud Expense Management
qodex-ai

Monitor, analyze, and optimize AWS cloud costs. Tracks spending patterns, identifies optimization opportunities, and manages budgets with alerts and recommendations.

9k tokens
Deployment Automation
qodex-ai

Automate deployment to Vercel platform. Manages deployment configuration, environment setup, and CI/CD integration.

475 tokens
Event Driven Serverless Systems
qodex-ai

Build event-driven architectures on AWS serverless infrastructure. Designs event flows, integrates Lambda with event sources, and manages distributed systems.

34k tokens
Infrastructure Code Synthesis
qodex-ai

Synthesize and generate AWS infrastructure as code using CDK. Creates composable infrastructure components and deployment patterns programmatically.

7k tokens scripts
System Design
qodex-ai

Design and architect software systems. Plans system components, interactions, and deployment patterns for scalability and maintainability.

882 tokens
Competitive Strategist
ncklrs

Expert competitive intelligence and strategy guidance for B2B/SaaS companies. Use when conducting competitive research, creating battlecards, analyzing win/loss data, building market landscape maps, positioning against alternatives, handling competitive objections, writing comparison pages, or developing sales enablement for competitive situations. Use for competitive monitoring, feature comparisons, and market intelligence gathering.

20k tokens
Logging Best Practices
ncklrs

Expert logging guidance based on Boris Tane's loggingsucks.com philosophy. Use when implementing logging, adding observability, debugging production issues, or reviewing code that includes log statements. Covers wide events architecture, structured logging, smart sampling, and high-cardinality field design.

10k tokens
Product Launch Manager
ncklrs

Expert product launch strategist for SaaS and technology companies. Use when planning product launches, coordinating cross-functional launch teams, managing beta programs, creating launch communication plans, planning launch day execution, setting up post-launch monitoring, running launch retrospectives, or defining launch metrics. Covers launch tiering, internal enablement, rollback planning, and contingency strategies.

21k tokens
CI CD
mgifford

> Load this skill when configuring or reviewing CI/CD pipelines, GitHub Actions workflows, or automated testing setups. Ensures accessibility regressions are caught before code reaches production by enforcing quality gates, structured reporting, and layered automated + manual testing across all pages and user preferences.

7k tokens
Openghost Skill
VAIBHAVSING

>- Local open-source Agent Skill for authorized web application, API, browser, business-logic, and supporting server-integrity penetration testing. Use for scoped OWASP WSTG, ASVS, and API Security assessments; authenticated and multi-role validation; attack-surface mapping; bounded DAST; evidence-backed findings; coverage tracking; CVSS/risk triage; and delivery-ready reports. Do not use for phishing, malware, lateral movement, wireless, physical, or unrelated broad infrastructure testing. Run security tools only through the bundled Docker launcher with explicit authorization and scope controls.

104k tokens scripts
Aura
smorky850612

All-in-one fullstack dev engine. /aura: 46 modes (build/fix/clean/deploy/review/spec/lore/ax/experiment/payment/debug/qa/orchestrate/escalate+), 6-layer security with 32 hooks, tiered models (ZERO/ECO/PRO/MAX), 8 languages, 16 specialized agents, SPEC/EARS/TRUST5/XLOOP/RALF/Autopus absorbed. ~55% token savings.

120k tokens
Coolify Compose
joshuadavidthomas

Convert Docker Compose files to Coolify templates. Use when creating Coolify services, converting docker-compose.yml for Coolify deployment, working with SERVICE_URL/SERVICE_PASSWORD magic variables, or troubleshooting Coolify compose errors.

9k tokens
Platform Skills
nitinjain999

Use when troubleshooting, implementing, reviewing, or auditing platform infrastructure as a system — where Kubernetes, GitOps, CI/CD, and security concerns intersect. Provides structured diagnosis with blast radius, validation steps, and rollback plan for: Kubernetes, Flux CD, Argo CD, Terraform, GitHub Actions (composite actions, OIDC, SHA pinning), AWS, Azure, GKE, Linkerd, KEDA, Karpenter, supply chain security (Cosign, SBOM, SLSA), Falco, Chaos Engineering, DORA metrics, Datadog/Dynatrace/LLM observability, SOC 2, and PR review.

2574k tokens scripts
Work Iterations vendor
microsoft

List, create, and assign iterations for Azure DevOps projects and teams.

1k tokens
Boards My Work vendor
microsoft

This skill retrieves and displays work items assigned to the user in Azure DevOps, organized by type and sorted by recently changed. It prompts for a project name or lists available projects if not provided, then fetches work item details and displays them in a formatted table with clickable links.

847 tokens
Pipelines Build Summary vendor
microsoft

List, inspect, and troubleshoot Azure DevOps pipeline builds. Shows recent builds for a pipeline definition, drills into a specific build's status and result, displays logs for failed steps, and lists the changes associated with a build.

1k tokens
Boards Work Item Summary vendor
microsoft

Summarize a single Azure DevOps work item (and its links and comments) by ID.

824 tokens
Make A365 Agent vendor
microsoft

> Provisions a non-AI Teammate agent with Agent 365 — use this skill for Register and Observability paths. Runs a365 setup all to create the Blueprint and Entra ID permissions. After setup, always offers instrument-observability (optional) and add-workiq-tools (optional, skipped automatically when authMode = s2s) as add-ons. Supports .NET AgentFramework, Node.js, and Python agents. Normally delegated to from a365-setup after CLI and Azure prerequisites are confirmed. Can also be invoked directly when those steps are already done.

5k tokens
A365 Setup vendor
microsoft

> Entry point for general Agent 365 (A365) registration and CLI setup — use this skill whenever the user wants to "set up A365", "register agent", "create blueprint", or general A365 onboarding for non-AI-Teammate agents (Register, Observability paths). Verifies and installs the CLI, validates Azure prerequisites, then delegates to make-a365-agent or make-ai-teammate at Step 3. Does NOT run a365 setup all inline — setup is run by the delegated skill. Supports .NET AgentFramework, Node.js LangChain, and Python agents.

11k tokens
Instrument Observability vendor
microsoft

> Instruments Microsoft Agent 365 observability into existing .NET AgentFramework, Node.js, or Python agents. Adds OTel-based tracing, context propagation, A365 exporter, manual instrumentation scopes (InvokeAgentScope, InferenceScope, ExecuteToolScope — required for store publishing), and updates configuration files. Asks a two-stage question — agent kind (AI Teammate or Agent (Non AI Teammate)) and auth mode — to determine (FMI 3-hop token chain with Power Platform scope supported for .NET, Node.js, and Python — each language gets a scaffold token-service file that acquires and refreshes the Observability API token via the FMI chain). Non-destructive and idempotent.

58k tokens
Forge App Builder vendor
atlassian

Guides building, deploying, troubleshooting, and installing Atlassian Forge apps — custom extensions built with the Forge CLI (forge create, forge deploy, forge install). Use when the user wants to create a Forge app (issue panels, dashboard gadgets, Confluence macros, global pages), is encountering Forge CLI errors or deployment issues (e.g. forge install failures, environment errors), or needs help with Forge-specific concepts like resolvers, UI Kit, manifest scopes, or developer spaces. Do not use for general Jira configuration, automation rules, JQL queries, or Atlassian REST API usage outside of a Forge app context.

21k tokens scripts
Forge Debugger vendor
atlassian

Diagnoses and fixes issues in Atlassian Forge apps. Use this skill whenever a Forge app has errors, crashes, shows blank UI, fails to deploy, doesn't appear after installation, has permission issues, or produces unexpected output. Trigger on any mention of forge logs, forge deploy errors, resolver errors, blank panels, missing scopes, Custom UI not rendering, production vs dev discrepancies, or any Jira/Confluence app that "stopped working". Also trigger when the user asks to debug, troubleshoot, investigate, or fix a Forge app issue — even if they haven't used the word "Forge" but describe a Jira panel or Confluence macro acting up.

5k tokens
Container Orchestration Patterns vendor
microsoft

> Use when running tasks in Docker containers with safety limits, watchdog monitoring for resource enforcement, orphan container recovery, sidecar container provisioning, or scripting reproducible dev stack environments.

3k tokens
Azure Scaffold Wizard vendor
microsoft

Scaffold a complete, production-ready Azure project from scratch for ANY use case: RAG chatbots, multi-agent systems, API backends, data pipelines, Azure Functions, full-stack web apps, ML training/inference, or event-driven microservices. USE FOR: gathering requirements through adaptive questioning, generating complete project folder structures with all source files, Azure Bicep infrastructure, azure.yaml for azd-up deployment, Docker configuration, CI/CD workflows, README with architecture diagrams, and Responsible AI documentation. Produces fully deployable Azure projects targeting Azure Container Apps, Azure AI Foundry, Azure Functions, or Azure ML. DO NOT USE FOR: modifying existing projects, deploying to Azure (use azure-deploy skill), managing Azure resources (use azure-prepare skill).

70k tokens
Entra Poc Advisor vendor
microsoft

> Guides Microsoft Entra administrators through proof-of-concept deployments of Entra Suite products including Private Access, Internet Access, Global Secure Access, ID Protection, ID Governance, Verified ID, and External Identities. Use when user mentions "Entra POC", "Global Secure Access setup", "private access proof of concept", "Entra Suite trial", "GSA configuration", "zero trust network access POC", "secure web gateway POC", "identity governance POC", "external identities POC", "B2B collaboration setup", "CIAM proof of concept", "guest user onboarding", "customer identity POC", or asks to plan, configure, validate, or document an Entra deployment. Orchestrates Microsoft MCP Server for Enterprise to read tenant configuration and generates documentation, PowerShell scripts, and gap analysis reports. Do NOT use for general Microsoft 365 administration, Exchange, SharePoint, or Teams configuration unrelated to Entra Suite security features.

100k tokens scripts
Building Agents With Eve vendor
vercel-labs

>- Companion skill for the Building Agents with eve course on Vercel Academy. Use when the user mentions "building agents with eve", "the eve course", "the bike shop agent", "the dispatcher", "teach me", or asks about eve (the filesystem-first agent framework) — defineTool, defineState, dynamic skills, needsApproval, channels, or deploying an eve agent — in the context of the Academy course.

18k tokens
Nextjs Webflow To Vercel vendor
vercel-labs

Migrate a Next.js application from Webflow Cloud to Vercel. Use this skill when a user wants to move, migrate, or port a Next.js app off Webflow Cloud onto Vercel. This covers removing the OpenNext Cloudflare adapter (@opennextjs/cloudflare) and the initOpenNextCloudflareForDev dev hook, uninstalling Wrangler, deleting the Webflow Cloud config files (webflow.json, wrangler.json, open-next.config.ts, cloudflare-env.d.ts), dropping the base path the app mounted under on a Webflow site (basePath and assetPrefix in next.config.ts), removing the Edge runtime directive (export const runtime = 'edge') from Route Handlers and middleware, repointing Cloudflare storage bindings read through getCloudflareContext().env (Object Storage/R2, Key Value Store/Workers KV, SQLite/D1) to Vercel storage, recreating environment variables, and deploying. Next.js runs natively on Vercel, so no adapter replaces OpenNext. Triggers include phrases like 'migrate to Vercel', 'move off Webflow Cloud', 'Next.js Webflow Cloud to Vercel', or the presence of webflow.json, wrangler.json, @opennextjs/cloudflare, open-next.config.ts, or getCloudflareContext in a Next.js project. Do not use for non-Next.js frameworks or for migrations in the opposite direction (Vercel to Webflow Cloud).

7k tokens scripts
Tanstack Start Netlify To Vercel vendor
vercel-labs

Migrate a TanStack Start application from Netlify to Vercel. Use this skill when a user wants to move, migrate, or port a TanStack Start (or TanStack) app off Netlify onto Vercel. This covers swapping @netlify/vite-plugin-tanstack-start for Nitro, removing netlify.toml, repointing Netlify Blobs and Netlify DB to Vercel storage (Vercel Blob, Redis, Edge Config, Postgres), and moving Scheduled Functions and Background Functions to their Vercel equivalents (Cron Jobs and Queues), then deploying. Triggers include phrases like 'migrate to Vercel', 'move off Netlify', 'TanStack Start Netlify to Vercel', or the presence of netlify.toml, @netlify/vite-plugin-tanstack-start, or @netlify/blobs imports in a TanStack project. Do not use for non-TanStack frameworks or for migrations in the opposite direction (Vercel to Netlify).

7k tokens scripts
Astro Webflow To Vercel vendor
vercel-labs

Migrate an Astro application from Webflow Cloud to Vercel. Use this skill when a user wants to move, migrate, or port an Astro app off Webflow Cloud onto Vercel. This covers swapping the @astrojs/cloudflare adapter for @astrojs/vercel, removing Wrangler and the Webflow Cloud config files (webflow.json, wrangler.json, worker-configuration.d.ts), dropping the base path the app mounted under on a Webflow site, removing the Edge runtime directive from API routes, repointing Cloudflare storage bindings read through locals.runtime.env (Object Storage/R2, Key Value Store/Workers KV, SQLite/D1) to Vercel storage, recreating environment variables, and deploying. Triggers include phrases like 'migrate to Vercel', 'move off Webflow Cloud', 'Astro Webflow Cloud to Vercel', or the presence of webflow.json, wrangler.json, @astrojs/cloudflare, or locals.runtime.env in an Astro project. Do not use for non-Astro frameworks or for migrations in the opposite direction (Vercel to Webflow Cloud).

8k tokens scripts
Tanstack Start Cloudflare To Vercel vendor
vercel-labs

Migrate a TanStack Start application from Cloudflare Workers to Vercel. Use this skill when a user wants to move, migrate, or port a TanStack Start (or TanStack) app off Cloudflare Workers or Wrangler onto Vercel. This covers swapping the @cloudflare/vite-plugin for Nitro, removing Wrangler config, repointing Cloudflare bindings (R2, Workers KV, D1, Durable Objects, Workers AI) to Vercel storage, and moving Cron Triggers and Queues to their Vercel equivalents, then deploying. Triggers include phrases like 'migrate to Vercel', 'move off Cloudflare', 'TanStack Start Cloudflare to Vercel', or the presence of wrangler.jsonc, wrangler.toml, or cloudflare:workers imports in a TanStack project. Do not use for non-TanStack frameworks or for migrations in the opposite direction (Vercel to Cloudflare).

6k tokens scripts
Marketplace Deploy vendor
vercel-labs

Deploys a Sitecore Marketplace app to Vercel with correct CSP headers and configuration.

1k tokens
Vercel Deploy vendor
vercel-labs

Deploy applications and websites to Vercel with a claimable preview. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment". No authentication required - returns preview URL and claimable deployment link.

3k tokens scripts