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 2 038 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

817–864 of 4 308

page 18 of 90
Azure Security Keyvault Keys Java vendor
microsoft

Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.

7k tokens
Azure Security Keyvault Secrets Java vendor
microsoft

Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.

6k tokens
Azure Storage Blob Java vendor
microsoft

Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming data operations.

6k tokens
Azure AI Contentsafety Py vendor
microsoft

| Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.

3k tokens
Azure AI Language Conversations Py vendor
microsoft

Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities, building NLP features, or integrating language understanding into applications.

3k tokens
Azure AI Ml Py vendor
microsoft

| Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.

3k tokens
Azure AI Projects Py vendor
microsoft

Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.

32k tokens scripts
Azure AI Textanalytics Py vendor
microsoft

| Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text.

4k tokens
Azure AI Transcription Py vendor
microsoft

| Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.

2k tokens
Azure AI Translation Document Py vendor
microsoft

| Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale.

4k tokens
Azure AI Translation Text Py vendor
microsoft

| Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.

4k tokens
Azure AI Vision Imageanalysis Py vendor
microsoft

| Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.

4k tokens
Azure Appconfiguration Py vendor
microsoft

| Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.

3k tokens
Azure Containerregistry Py vendor
microsoft

| Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.

3k tokens
Azure Cosmos DB Py vendor
microsoft

Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like "Cosmos DB", "NoSQL database", "document store", "add persistence", "database service layer", or "Python Cosmos SDK".

21k tokens scripts
Azure Cosmos Py vendor
microsoft

| Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.

8k tokens
Azure Data Tables Py vendor
microsoft

| Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.

3k tokens
Azure Eventgrid Py vendor
microsoft

| Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.

3k tokens
Azure Eventhub Py vendor
microsoft

| Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.

11k tokens scripts
Azure Identity Py vendor
microsoft

| Azure Identity SDK for Python authentication with Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and token caching.

6k tokens
Azure Keyvault Py vendor
microsoft

| Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.

3k tokens
Azure Messaging Webpubsubservice Py vendor
microsoft

| Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.

3k tokens
Azure Mgmt Apicenter Py vendor
microsoft

| Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.

4k tokens
Azure Mgmt Apimanagement Py vendor
microsoft

| Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.

4k tokens
Azure Mgmt Botservice Py vendor
microsoft

|- Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.

4k tokens
Azure Mgmt Fabric Py vendor
microsoft

|- Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.

4k tokens
Azure Monitor Ingestion Py vendor
microsoft

| Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.

3k tokens
Azure Monitor Opentelemetry Exporter Py vendor
microsoft

| Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.

4k tokens
Azure Monitor Opentelemetry Py vendor
microsoft

| Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.

4k tokens
Azure Monitor Query Py vendor
microsoft

| Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.

3k tokens
Azure Search Documents Py vendor
microsoft

| Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.

13k tokens scripts
Azure Servicebus Py vendor
microsoft

| Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.

13k tokens scripts
Azure Storage Blob Py vendor
microsoft

| Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.

3k tokens
Azure Storage File Datalake Py vendor
microsoft

| Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.

3k tokens
Azure Storage File Share Py vendor
microsoft

|- Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.

2k tokens
Azure Storage Queue Py vendor
microsoft

| Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.

3k tokens
Azure Eventhub Rust vendor
microsoft

| Azure Event Hubs library for Rust. Send and receive events for streaming data ingestion and batch processing.

2k tokens
Azure Keyvault Certificates Rust vendor
microsoft

| Azure Key Vault Certificates library for Rust. Create, manage, and use X.509 certificates including self-signed and CA-issued.

2k tokens
Azure Keyvault Keys Rust vendor
microsoft

| Azure Key Vault Keys library for Rust. Create, manage, and use cryptographic keys including RSA, EC, and HSM-protected keys.

2k tokens
Azure Storage Blob Rust vendor
microsoft

| Azure Blob Storage library for Rust. Upload, download, and manage blobs and containers.

3k tokens
Azure Storage Queue Rust vendor
microsoft

| Azure Queue Storage library for Rust. Send, receive, and manage queue messages.

2k tokens
Azure AI Contentsafety Ts vendor
microsoft

Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content, or self-harm, or managing custom blocklists.

2k tokens
Azure AI Document Intelligence Ts vendor
microsoft

Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models.

2k tokens
Azure AI Projects Ts vendor
microsoft

Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluations, or getting OpenAI clients.

5k tokens
Azure AI Translation Ts vendor
microsoft

Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliteration, language detection, or batch document translation.

2k tokens
Azure AI Voicelive Ts vendor
microsoft

|

10k tokens
Azure Appconfiguration Ts vendor
microsoft

Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, or centralized configuration management.

2k tokens
Azure Cosmos Ts vendor
microsoft

|

8k tokens