MCP servers and skills: search, filter by where they run, and compare.
Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
OfficialSkillMIT★ 40k in collectionNo key
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
OfficialSkillMIT★ 40k in collectionNo key
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 fail
in the skill textfailover. 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
OfficialSkillMIT★ 1.6k in collectionNo key
Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.
OfficialSkillMIT★ 40k in collectionNo key
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
OfficialSkillMIT★ 40k in collectionNo key
Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD enviro
in the skill textgitignore`, and pipeline definitions. 2. Read `azure.yaml` before inferring services or the IaC provider. 3. Identify whether the task is to create, migrate, review, deploy
OfficialSkillMIT★ 40k in collectionNo key
Perform a full AWS Well-Architected Framework review evaluating all 57 questions across 6 pillars by analyzing code, IaC, and configurations to produce evidence-backed findings with Eisenhower-priorit
OfficialSkillMIT-0★ 276 in collectionNo key
Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to op
in the skill textexplain rationale 3. **Estimate** - Show monthly cost before proceeding 4. **Generate** - Write IaC code with security defaults applied 5. **Deploy** - Run security checks, then execute with
OfficialSkillApache-2.0★ 918 in collectionNo key
Diagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures (CloudFormation, EFA health check, lifecycle scripts, capacity), EKS access, node replacement, Clo
in the skill textSlurm controller nodes). **Before any state-changing CLI: ask if it's IaC-managed.** HyperPod clusters, SGs, EKS access entries, and IAM are usually provisioned via
OfficialSkillApache-2.0★ 918 in collectionNo key
Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep. When to use thi
in the skill textcosts", "Strengthen security" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all
OfficialSkillMIT★ 40k in collectionNo key
Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure infrastructure, generate Infrastructure as Code
in the skill textwhen the user asks to: - Import existing Azure resources into Terraform - Generate IaC from live Azure environments - Handle any Azure resource type supported by AVM (and
OfficialSkillMIT★ 40k in collectionNo key
Generate preventive Well-Architected guardrails — AWS Config rules, Service Control Policies, permission boundaries, CloudWatch alarms, and IaC policy checks (CDK Aspects, cfn-guard, OPA/Sentinel) — p
OfficialSkillMIT-0★ 276 in collectionNo key
Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Gateway, REST API, HTTP API, WebSocket API, custom domain, Lambda authorizer, usage p
in the skill textAlso covers troubleshooting API Gateway errors (4xx, 5xx, timeout, CORS failures) and IaC templates containing API Gateway resources. For general REST API design unrelated to AWS
OfficialSkillApache-2.0★ 918 in collectionNo key
Diagnose and remediate per-node issues on a HyperPod cluster (EKS or Slurm) — a specific node is unhealthy, unresponsive, stuck, or needs replacing. Covers on-node EFA, GPU / accelerator hardware (XID
in the skill textSlurm controller nodes). Never discard training state, logs, or caches on speculation. **IaC note (always include with mutation commands).** When you suggest any command that changes
OfficialSkillApache-2.0★ 918 in collectionNo key
End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure servic
in the skill textidea or existing codebase, budget/scale preferences (optional) | | Outputs | Architecture plan, cost estimate, IaC files, deployed Azure resources | | Phases | Discover → Architect → Scaffold → Deploy (self-contained, no external
OfficialSkillMIT★ 1.6k in collectionNo key
Discover existing cloud resources using Terraform Search queries and bulk import them into Terraform management. Use when bringing unmanaged infrastructure under Terraform control, auditing cloud reso
in the skill textbringing unmanaged infrastructure under Terraform control, auditing cloud resources, or migrating to IaC. # Terraform Search and Bulk Import Discover existing cloud resources using declarative queries and
OfficialSkillMPL-2.0★ 894 in collectionNo key
AWS SAM and AWS CDK deployment for serverless applications. Triggers on phrases like: use SAM, SAM template, SAM init, SAM deploy, CDK serverless, CDK Lambda construct, NodejsFunction, PythonFunction,
in the skill textapplications to AWS using SAM or CDK. This skill covers project scaffolding, IaC templates, CDK constructs and patterns, deployment workflows, CI/CD pipelines, and SAM/CDK coexistence. For
OfficialSkillApache-2.0★ 918 in collectionNo key
Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: \"Flask App Service\", \"Django App Service\", \"FastAPI App Service\", \"deploy Python to App Service\". DO NOT USE FOR: Co
in the skill textmissing. Hand off to `azure-prepare` for VNet, Key Vault, databases, or IaC. **MCP tools used**: `mcp_azure_mcp_subscription_list`, `mcp_azure_mcp_group_list
OfficialSkillMIT★ 1.6k in collectionNo key
Official Pulumi Agent Skills for writing, migrating, and operating infrastructure with AI coding agents
in the skill textoperating Pulumi infrastructure: | Skill | Description | |-------|-------------| | pulumi-overview | Entry-point across `pulumi do`, IaC projects, and Pulumi Cloud; routes to specialized skills | | pulumi-best-practices | Best practices
OfficialSkillApache-2.0★ 78No key
Processes GCP infrastructure design and deployment workflows within Application Design Center (ADC). Use when: - Designing GCP infrastructure with Terraform. - Validating local HCL. - Performing best-
in the skill textShifted-Left Best Practices Assessment & Iterative Remediation 4. Phase 3: Import IaC to Application Design Center 5. Phase 4: Application Deployment & Monitoring 6. Phase 5: Troubleshoot
OfficialSkillApache-2.0★ 21k in collectionNo key
Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a tailored architecture, and generate deployment instr
in the skill textresources in references/related-guidance.md as the technical foundation for the Infrastructure as Code (IaC) and the deployment instructions that you generate in the remaining steps of this
OfficialSkillApache-2.0★ 21k in collectionNo key
Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. Use when users need architecture designs, security checklists, Terraform code, or dep
in the skill textmappings. | | `references/related-guidance.md` | Supplemental deep reference (do NOT read for standard design or IaC tasks; read only if specialized edge-case troubleshooting is explicitly required). | - **No Directory
OfficialSkillApache-2.0★ 21k in collectionNo key
Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework
in the skill textoperational efficiency. Grounding document: - **Automate and manage change**: Use Infrastructure as Code (IaC) and CI/CD pipelines to ensure consistent, repeatable, and low-risk deployments and configuration
OfficialSkillApache-2.0★ 21k in collectionNo key
Guides agents to interactively discover customer requirements for live, bidirectional multi-agent AI systems that process continuous streams of multimodal data for real-time technical guidance and saf
in the skill textsolution code ) *Important*: Use these resources as the technical foundation for the IaC and deployment instructions you generate in the remaining steps of this phase. - [ ] **Step
OfficialSkillApache-2.0★ 21k in collectionNo key
Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when architecting multi-cloud storage infrastructure (Cloud Storage
in the skill textdata agents *Important*: Use these resources as the technical foundation for the IaC and deployment instructions you generate in the remaining steps of this phase. - [ ] **Step
OfficialSkillApache-2.0★ 21k in collectionNo key
Designs a tailored multi-product agentic data science architecture on Google Cloud that incorporates opinionated best practices. Use when architecting multi-product solutions for agent-based data anal
in the skill textCLI reference _Important_: Use these resources as the technical foundation for the IaC and deployment instructions you generate in the remaining steps of this phase. - [ ] **Step
OfficialSkillApache-2.0★ 21k in collectionNo key
Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource
in the skill textuser supplies something that already exists (a live resource / resource group / subscription, IaC or an infra plan, or a requirements doc). The same phases run, plus
OfficialSkillMIT★ 1.6k in collectionNo key
This skill should be used when the user asks to \"analyze this codebase\", \"document this service\", \"generate technical docs\", \"I inherited this code\", \"help me understand this system\", \"crea
in the skill textspecific source files: ```markdown ## Documentation Outline 1. Architecture Overview → [entry points, IaC stack files] — explain WHY, not just WHAT 2. [Module A: detected name] → [source files
OfficialSkillApache-2.0★ 918 in collectionNo key
Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.
in the skill textaws** | Deploy applications to AWS with architecture recommendations, cost estimates, and IaC deployment | Available | | **migration-to-aws** | Migrate GCP infrastructure to AWS with resource discovery, architecture
OfficialSkillApache-2.0★ 918No key
Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, chang
in the skill textcache to Managed Redis", "Pick an AMR SKU", "Convert my Redis IaC template to AMR" | | Migrate Azure Cache for Redis Enterprise (ACRE) to Azure Managed Redis
OfficialSkillMIT★ 1.6k in collectionNo key
Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API per
in the skill textaccount types, and redirect URI 4. Click "Register" **CLI Method:** See references/cli-commands.md **IaC Method:** See references/BICEP-EXAMPLE.bicep It's highly recommended to use the IaC to manage
OfficialSkillMIT★ 1.6k in collectionNo key
Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when the user explicitly w
in the skill textEntra-only authentication (`azureADOnlyAuthentication: true`) unconditionally. See references/services/sql-database/bicep.md . 11. **Remove stale template IaC after conversion** — If you converted Bicep templates from the selected `azd` template into
OfficialSkillMIT★ 1.6k in collectionNo key
Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. Covers the critic
in the skill textv2.237.1 or higher - Direct Lambda deployment access ### Step 2: Select language and IaC framework ### Language Selection Default: TypeScript Override syntax: - "use Python" → Generate Python code - "use
OfficialSkillApache-2.0★ 918 in collectionNo key
Deploy to AWS Elastic Beanstalk, in either Beanstalk Standard mode (EC2) or Beanstalk Cluster mode (managed EKS). Triggers on: elastic beanstalk, EB, beanstalk standard, beanstalk cluster, managed EC2
in the skill textmaintenance cost because operational responsibility stays with the provider. Both models support IaC (CDK, CloudFormation, Terraform). The distinction is not about tooling — it is about who
OfficialSkillApache-2.0★ 918 in collectionNo key
Design, build, deploy, test, and debug serverless applications with AWS Lambda. Triggers on phrases like: Lambda function, event source, serverless application, API Gateway, EventBridge, Step Function
in the skill texttype decision**, or **working with existing projects** -> see references/getting-started.md - **SAM**, **CDK**, **deployment**, **IaC templates**, **CDK constructs**, or **CI/CD pipelines** -> see the aws-serverless-deployment skill (separate
OfficialSkillApache-2.0★ 918 in collectionNo key
Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a migrati
in the skill textsystems - Backup and DR configurations - Security controls (firewalls, IDS/IPS, WAF, certificates) - Existing IaC if any (Terraform, Ansible, Chef, Puppet) For each infrastructure component, document: - Current configuration
OfficialSkillMIT-0★ 276 in collectionNo key
Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, chang
in the skill textcache to Managed Redis", "Pick an AMR SKU", "Convert my Redis IaC template to AMR" | | Migrate Azure Cache for Redis Enterprise (ACRE) to Azure Managed Redis
OfficialSkillMIT★ 257 in collectionNo key
Who stands behind it
Who stands behind it
