mcpField

Skills

96,981 packaged capabilities and playbooks for agents. Install any of them with one command.

Cloud & DevOps

P
pulumi-neo-handoff
pulumi-neo-handoff
pulumi / agent-skills

Hand off the current thread to a new Pulumi Neo task as a one-way transfer. Use when the user explicitly asks to hand off, send, transfer, or continue current work in Pulumi Neo (e.g. "hand this to Neo", "continue in Neo", "/neo-handoff"). Do not load when the user only mentions Neo, asks what Neo can do, asks for an AI-written PR or preview explanation, or hands off to a different agent.

Agent workflows441
Q
qzcli
qzcli
wanshuiyin / auto-claude-code-research-in-sleep

Manage GPU compute jobs on the Qizhi (启智) platform using qzcli — a kubectl-style CLI tool. Use when user says "qzcli", "启智平台", "submit job", "stop job", "查计算组", "avail", "list jobs", "batch submit", or needs to manage distributed training jobs on a Qizhi instance.

Cloud & DevOps441
C
container-registry-management
container-registry-management
aj-geddes / useful-ai-prompts

Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control

Cloud & DevOps440
A
alibabacloud-rds-copilot
alibabacloud-rds-copilot
aliyun / alibabacloud-aiops-skills

Alibaba Cloud RDS Copilot intelligent operations assistant skill. Used for RDS-related intelligent Q&A, SQL optimization, instance operations, and troubleshooting. Calls RdsAi OpenAPI through Alibaba Cloud CLI to get real-time RDS Copilot responses. Triggers: "RDS Copilot", "RDS Assistant", "SQL optimization", "RDS troubleshooting", "RDS operations", "database diagnosis"

Cloud & DevOps438
C
continuous-testing
continuous-testing
aj-geddes / useful-ai-prompts

Integrate automated testing into CI/CD pipelines for continuous quality feedback. Use for continuous testing, CI testing, automated testing pipelines, test orchestration, and DevOps quality practices.

Testing & quality438
T
terraform-infrastructure
terraform-infrastructure
manutej / luxor-claude-marketplace

Comprehensive Terraform infrastructure-as-code skill covering providers, resources, modules, state management, and enterprise patterns for multi-cloud infrastructure

Cloud & DevOps438
A
artifact-management
artifact-management
aj-geddes / useful-ai-prompts

Manage build artifacts, Docker images, and package registries. Configure artifact repositories, versioning, and distribution strategies

Cloud & DevOps436
G
graceful-shutdown
graceful-shutdown
aj-geddes / useful-ai-prompts

Implement graceful shutdown procedures to handle SIGTERM signals, drain connections, complete in-flight requests, and clean up resources properly. Use when deploying containerized applications, handling server restarts, or ensuring zero-downtime deployments.

Development436
N
nginx-config-optimizer
nginx-config-optimizer
patricio0312rev / skills

Optimizes Nginx configurations for performance, security, caching, and load balancing with modern best practices. Use when users request "Nginx setup", "reverse proxy", "load balancer", "web server config", or "Nginx optimization".

Cloud & DevOps436
D
database-admin
database-admin
sickn33 / agentic-awesome-skills

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering

Data & databases435
D
devops-troubleshooter
devops-troubleshooter
sickn33 / agentic-awesome-skills

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.

Cloud & DevOps434
D
disaster-recovery-testing
disaster-recovery-testing
aj-geddes / useful-ai-prompts

Execute comprehensive disaster recovery tests, validate recovery procedures, and document lessons learned from DR exercises.

Cloud & DevOps434
F
free-llm-apis
free-llm-apis
mnfst / awesome-free-llm-apis

Guide users through obtaining and configuring free API keys for LLM providers. Use when the user wants to set up a free LLM API, get a free API key, connect to a free model provider, configure an OpenAI-compatible endpoint at no cost, or asks about free tiers for AI models. Triggers on "free API key", "free LLM", "set up Gemini/Groq/Mistral/etc.", "which free provider", "how to get an API key", "free model access", "configure LLM for free".

Development434
M
ML Pipeline Automation
ML Pipeline Automation
aj-geddes / useful-ai-prompts

Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow, Kubeflow, and Jenkins

Data & databases434
B
blue-green-deployment
blue-green-deployment
aj-geddes / useful-ai-prompts

Implement blue-green deployment strategies for zero-downtime releases with instant rollback capability and traffic switching between environments

Cloud & DevOps433
R
release-planning
release-planning
aj-geddes / useful-ai-prompts

Plan, coordinate, and execute software releases across environments. Manage versioning, rollout strategies, rollback procedures, and stakeholder communication for smooth deployments.

Cloud & DevOps433
V
vercel-deployment
vercel-deployment
davila7 / claude-code-templates

Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production

Cloud & DevOps432
A
agent-install
agent-install
datadog-labs / agent-skills

Install the Datadog Agent on Kubernetes using the Datadog Operator — required before enabling Single Step Instrumentation (SSI), which automatically instruments applications for APM without code changes. Only use if no Datadog Agent is deployed on the cluster yet.

Cloud & DevOps431
D
dt-obs-react-native
dt-obs-react-native
dynatrace / dynatrace-for-ai

Integrate the Dynatrace React Native Plugin into a React Native or Expo project — dependency setup, dynatrace.config.js, Babel registration, npx instrumentation, navigation tracking, user privacy options, and verification. Handles both bare React Native and Expo (babel-preset-expo) Babel configuration automatically. Trigger: "add Dynatrace to React Native", "React Native plugin setup", "instrument React Native app", "integrate Dynatrace RN", "mobile observability React Native", "react-native-plugin", "dynatrace react native", "add Dynatrace to Expo", "instrument Expo app", "Dynatrace Expo setup". Do NOT use for: querying RN RUM data (use dt-obs-frontends), non-React Native mobile setups, or Dynatrace server-side configuration.

Development431
G
gcp-iam
gcp-iam
alphaonedev / openclaw-graph

Manages identity and access control for Google Cloud resources using IAM policies and roles

Cloud & DevOps431
O
onboarding-summary
onboarding-summary
datadog-labs / agent-skills

Generate a live Single Step Instrumentation (SSI) onboarding confirmation report — verifies APM instrumentation is working end-to-end with deep links into the Datadog UI. Only use after agent-install and enable-ssi have both completed successfully.

Cloud & DevOps431
S
shredstream
shredstream
agiprolabs / claude-trading-skills

Pre-execution Solana transaction streaming via Jito ShredStream, Shyft RabbitStream, and Triton Deshred

Data & databases431
A
app-store-deployment
app-store-deployment
secondsky / claude-skills

Publishes mobile applications to iOS App Store and Google Play with code signing, versioning, and CI/CD automation. Use when preparing app releases, configuring signing certificates, or setting up automated deployment pipelines.

Cloud & DevOps430
E
encore-bucket
encore-bucket
encoredev / skills

Store unstructured files in Encore.ts using `Bucket` from `encore.dev/storage/objects` — uploads, images, documents, blobs.

Cloud & DevOps430
E
encore-pubsub
encore-pubsub
encoredev / skills

Asynchronous messaging in Encore.ts via `Topic` and `Subscription` from `encore.dev/pubsub` — broadcast events, decouple producers from consumers, and run background handlers.

Development430
T
troubleshoot-ssi
troubleshoot-ssi
datadog-labs / agent-skills

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured but traces are missing or instrumentation is not working.

Cloud & DevOps430
S
ssl-tls-management
ssl-tls-management
bagelhole / devops-security-agent-skills

Manage SSL/TLS certificates with Let's Encrypt and internal PKI. Configure secure HTTPS, certificate renewal, and cipher suites. Use when implementing secure communications.

Security429
D
drizzle-orm-d1
drizzle-orm-d1
secondsky / claude-skills

Type-safe ORM for Cloudflare D1 databases using Drizzle. Use when: building D1 database schemas, writing type-safe SQL queries, managing migrations with Drizzle Kit, defining table relations, implementing prepared statements, using D1 batch API, or encountering D1_ERROR, transaction errors, foreign key constraint failures, or schema inference issues.

Data & databases428
E
enable-ssi
enable-ssi
datadog-labs / agent-skills

Enable Single Step Instrumentation (SSI) on Kubernetes to automatically instrument applications for APM without code changes. Use only if the Datadog Agent is already running on the cluster; otherwise, use agent-install first

Cloud & DevOps428
V
verify-ssi
verify-ssi
datadog-labs / agent-skills

Verify Single Step Instrumentation (SSI) is working end-to-end on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use after enable-ssi has run.

Cloud & DevOps428
A
assuredworkloads-frameworks-navigator
assuredworkloads-frameworks-navigator
google / skills

Acts as a Data Boundary Compliance Analyst that maps user compliance queries against Data Boundary Frameworks and cloud controls, validates matched resources, and recommends appropriate Frameworks or cloud controls. Use when mapping direct natural language workload requirements to Assured Workloads / Data Boundary Frameworks and cloud controls, browsing built-in Data Boundary frameworks, or identifying major requirement gaps. Don't use for non-Data-Boundary Compliance Manager posture assessments or direct Terraform deployment execution without framework selection

Security427
M
mlflow
mlflow
davila7 / claude-code-templates

Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow — a framework-agnostic ML lifecycle platform

Data & databases427
C
correlation-tracing
correlation-tracing
aj-geddes / useful-ai-prompts

Implement distributed tracing with correlation IDs, trace propagation, and span tracking across microservices. Use when debugging distributed systems, monitoring request flows, or implementing observability

Cloud & DevOps426
F
firebase-firestore
firebase-firestore
jezweb / claude-skills

Build with the Firestore NoSQL database: real-time sync, offline support, and scalable document storage. Use when creating collections, querying documents, setting up security rules, handling real-time listeners, or troubleshooting permission-denied, quota exceeded, invalid query, or offline persistence errors. Prevents 10 documented errors.

Data & databases426
P
postgresql
postgresql
bagelhole / devops-security-agent-skills

Administer PostgreSQL databases. Configure replication, backups, and performance tuning. Use when managing PostgreSQL deployments.

Data & databases426
C
composition-root
composition-root
alexander-zuev / agent-skills

Dependency injection for Cloudflare Workers: one composition root and binding adapters behind ports. Use when adding a binding-backed service or removing `env` from inner code.

Development425
H
huawei-cloud-ascend-models-deploy
huawei-cloud-ascend-models-deploy
huaweicloud / huaweicloud-skills

Huawei Cloud Ascend model deployment and testing skill for large language models on Ascend DevServer (910B series). Supports single-machine and dual-machine deployment for LLM, VL (vision-language), Embedding, and Rerank models. Provides model inference testing, deployment log viewing, and status monitoring with automated model matching and deployment script generation. Use this skill when the user wants to: (1) deploy a model on Ascend DevServer, (2) test model inference, (3) view deployment logs or status, (4) list supported models, (5) check deployment prerequisites. Trigger: deploy, test, model list, deployment log, Ascend, DevServer, 910B, ModelArts, LLM, VL, Embedding, Rerank, multimodal, inference, model catalog, 昇腾, 部署模型, 测试模型, 模型列表, 部署日志, 模型部署, 推理测试

Cloud & DevOps425
M
motherduck-ducklake
motherduck-ducklake
motherduckdb / agent-skills

Evaluate or operate DuckLake on MotherDuck when open table formats, bucket ownership, or file maintenance matter

Data & databases425
V
victoriametrics-query
victoriametrics-query
victoriametrics / skills

Query VictoriaMetrics metrics via curl. Use when running PromQL/MetricsQL queries, discovering metrics/labels, checking alerts and rules, inspecting TSDB status, exporting raw data, checking metric usage statistics, or debugging relabeling/downsampling/retention configs. Triggers on: metric queries, PromQL, MetricsQL, label discovery, series exploration, cardinality checks, alert status, recording rules, active/top queries, export data, metric statistics, relabel debug, downsampling debug, retention debug, flags.

Cloud & DevOps425
C
cloudflare-backend
cloudflare-backend
alexander-zuev / agent-skills

DDD and CQRS backends on Cloudflare Workers: thin entrypoints, message bus, unit of work, outbox, idempotency, and rules for D1, Postgres, Queues, Workflows, and Durable Objects. Use for server code, bindings, or `wrangler.jsonc`.

Development424
S
synthetic-monitoring
synthetic-monitoring
aj-geddes / useful-ai-prompts

Implement synthetic monitoring and automated testing to simulate user behavior and detect issues before users. Use when creating end-to-end test scenarios, monitoring API flows, or validating user workflows.

Testing & quality424
C
canary-deployment
canary-deployment
aj-geddes / useful-ai-prompts

Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

Cloud & DevOps423
M
Model Monitoring
Model Monitoring
aj-geddes / useful-ai-prompts

Monitor model performance and detect data drift, concept drift, and anomalies in production using Prometheus, Grafana, and MLflow

Data & databases423
S
service-mesh-implementation
service-mesh-implementation
aj-geddes / useful-ai-prompts

Implement service mesh (Istio, Linkerd) for service-to-service communication, traffic management, security, and observability.

Cloud & DevOps423
A
azure-architecture
azure-architecture
microsoftdocs / agent-skills

Expert guidance for designing Azure solutions using Azure Architecture. Covers reference architectures, solution ideas, design patterns, technology choices, architecture styles, best practices, anti-patterns, example workloads, and migration guides. Use when designing AKS or App Service apps, SAP/ERP or IoT workloads, hybrid/Arc setups, or AI/ML solutions on Azure, and other Azure Architecture related development tasks

Cloud & DevOps422
M
Model Deployment
Model Deployment
aj-geddes / useful-ai-prompts

Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model serving frameworks

Cloud & DevOps422
W
walrus-sites
walrus-sites
mystenlabs / skills

Publishing, updating, and serving decentralized websites on Walrus Sites. Use when the user needs to deploy a frontend to Walrus Sites, run a local portal for testnet, debug site-builder errors, configure ws-resources.json, or manage site object lifecycle (update, destroy, extend blobs). Also use when the user asks about site-builder, walrus-sites, portal setup, or hosting a dApp on Walrus. For blob storage without the Sites framework (raw upload/download), see the `accessing-data` skill's walrus.md.

Cloud & DevOps422
A
azure-functions
azure-functions
aj-geddes / useful-ai-prompts

Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven computing without managing infrastructure.

Cloud & DevOps421
C
cx-rum-setup
cx-rum-setup
coralogix / cx-cli

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 to end - RUM API key, SDK install, init code, and verifying data arrives.

Cloud & DevOps421
D
data-replication-setup
data-replication-setup
aj-geddes / useful-ai-prompts

Set up database replication for high availability and disaster recovery. Use when configuring master-slave replication, multi-master setups, or replication monitoring.

Data & databases421
G
godot-export-builds
godot-export-builds
thedivergentai / game-dev-agentic-skills

Expert patterns for multi-platform exports including export templates (Windows/Linux/macOS/Android/iOS/Web), command-line exports (headless mode), platform-specific settings (codesign, notarization, Android SDK), feature flags (OS.has_feature), CI/CD pipelines (GitHub Actions), and build optimization (size reduction, debug stripping). Use for release preparation or automated deployment. Trigger keywords: export_preset, export_template, headless_export, platform_specific, feature_flag, CI_CD, build_optimization, codesign, Android_SDK.

Cloud & DevOps421
R
render-web-services
render-web-services
render-oss / skills

Configures Render web services—port binding, TLS, health checks, custom domains, auto-deploy, PR previews, persistent disks, and deploy lifecycle. Use when the user needs to set up a web service, fix health check failures, add a custom domain, configure zero-downtime deploys, or troubleshoot port binding issues.

Cloud & DevOps421
S
setting-up-ci
setting-up-ci
spencerpauly / awesome-cursor-skills

Set up a GitHub Actions CI/CD pipeline with linting, testing, type-checking, and deployment steps.

Cloud & DevOps421
C
cloudbase-agent-ts
cloudbase-agent-ts
tencentcloudbase / skills

Build and deploy AI agents with Cloudbase Agent (TypeScript), a TypeScript SDK implementing the AG-UI protocol. Use when: (1) deploying agent servers with @cloudbase/agent-server, (2) using LangGraph adapter with ClientStateAnnotation, (3) using LangChain adapter with clientTools(), (4) building custom adapters that implement AbstractAgent, (5) understanding AG-UI protocol events, (6) building web UI clients with @ag-ui/client, (7) building WeChat Mini Program UIs with @cloudbase/agent-ui-miniprogram.

Agent workflows420
D
digitalocean-compute
digitalocean-compute
bobmatnyc / claude-mpm-skills

DigitalOcean compute services covering Droplets, App Platform, Functions, Kubernetes (DOKS), GPU Droplets, and Bare Metal GPUs. Use when selecting or provisioning compute for applications, containers, or serverless workloads.

Cloud & DevOps420
D
dt-obs-android
dt-obs-android
dynatrace / dynatrace-for-ai

Instruments an existing Android project (Kotlin or Java) with the Dynatrace Mobile Agent for basic monitoring. Covers zero-to-first-event setup only: Gradle plugin, agent config, and user privacy opt-in. Do not use for advanced Dynatrace configuration beyond initial instrumentation.

Development420
S
sealos-database
sealos-database
labring / sealos-skills

Provision, connect, and operate Sealos Cloud databases through sealos-cli for local development, Devbox development, and app setup. Use when the user needs a cloud database for a project, asks to create or connect PostgreSQL/MySQL/MongoDB/Redis or another Sealos database, wants DATABASE_URL or similar env vars wired into a dev environment, needs database connection details, backups, logs, public access, or wants to replace local Docker Compose databases with a managed Sealos database.

Cloud & DevOps420
A
akka-net-management
akka-net-management
aaronontheweb / dotnet-skills

Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes.

Cloud & DevOps419
N
nuxt-production
nuxt-production
secondsky / claude-skills

| Nuxt 4 production optimization: hydration, performance, testing with Vitest, deployment to Cloudflare/Vercel/Netlify, and v4 migration. Use when debugging hydration mismatches, optimizing performance and Core Web Vitals, writing tests with Vitest, deploying to Cloudflare Pages/Workers/Vercel/Netlify, or migrating from Nuxt 3 to Nuxt 4.

Development419
O
opentelemetry-net-instrumentation
opentelemetry-net-instrumentation
aaronontheweb / dotnet-skills

Provides guidance for implementing OpenTelemetry instrumentation in .NET codebases, covering tracing (Activities/Spans), metrics, logs, naming conventions, error handling, performance, SDK setup, resources, context propagation, and API design best practices.

Development419
1981–2040 of 8,385

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.