DevOps & Cloud · Model Context Protocol

Design, validate, scaffold, and visualize multi-agent topologies using the .at language

agentopology/agentopology

Cut a stable hypequery release via Changesets, or explain/check the canary flow.

hypequery/hypequery

A skill your agent uses when deploying, restarting, verifying or rolling back the containerised plugged.in production stack, when the site returns 404 or 5xx after a deploy or git operation, or when…

VeriTeknik/pluggedin-app

Set up and start the local ZizkaDB development stack. An agent skill from ZIZKA-AI-SL/ZizkaDB.

ZIZKA-AI-SL/ZizkaDB

Keep Terraform and CDK infrastructure in sync. An agent skill from agentic-community/mcp-gateway-registry.

agentic-community/mcp-gateway-registry

Idiomatic Go concurrency - sync primitives, channel semantics, the select statement, and the standard channel patterns (cancellation/done-channel, fan-out/fan-in, pipeline, or-done, context…

inference-gateway/inference-gateway

Govern coding-agent implementation with MartinLoop budgets, preflight checks, stop conditions, recovery, and verifier-backed evidence.

Keesan12/martin-loop

Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI.

pydantic/pydantic-ai

Review a GitHub pull request for a Rust codebase. An agent skill from apollographql/apollo-mcp-server.

apollographql/apollo-mcp-server

Walks through how to launch and reach the MCP Task Orchestrator server container: transport, REST API, port publishing, config mounts and config-sync.

jpicklyk/task-orchestrator

Advisory guidance for Amazon EKS architecture and configuration decisions — compute strategy, networking, security, reliability, cost, autoscaling, observability, multi-tenancy, and upgrade planning.

aws-samples/appmod-blueprints

Take screenshots of the running pgconsole app for documentation.

pgplex/pgconsole

Investigates distributed application performance using PostHog APM (OpenTelemetry span) data via MCP.

PostHog/posthog

Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging).

fluxcd/agent-skills

Query and monitor an Unraid NAS/homelab server — array health, disk temperatures, Docker containers, virtual machines, system metrics, notifications, alerts, shares, UPS status, log files, network…

dinglebear-ai/unraid

Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization.

Azure/azure-sdk-for-android

Debug deployed Cloudflare Workers using the cfobservability MCP, Wrangler, D1/R2 state, repo evidence, and safe live reproduction.

Consensys/c0

安装部署 xiaohongshu-mcp 服务并配置 MCP 连接，引导用户完成从零到可用的全流程. An agent skill from autoclaw-cc/xiaohongshu-mcp-skills.

autoclaw-cc/xiaohongshu-mcp-skills

AWS cost optimization, monitoring, and operational excellence expert.

zxkane/aws-skills

Review a Go design spec before implementation begins - dispatch a subagent that checks a design doc for completeness, consistency, and idiomatic Go (simplicity, small consumer-defined interfaces…

inference-gateway/inference-gateway

A workflow for Google Cloud changes: pick gcloud, bq or gsutil, check the command against official docs, preview with a dry run and ask for approval before executing.

rominirani/antigravity-skills

Inspect Juror Cloud PR findings and, only after an explicit confirmation, start or rerun a hosted Juror review.

Juror-AI/juror

Hub for the bl CLI of Alibaba Cloud Model Studio (Bailian): app calls, knowledge bases, model catalog, usage and quota, workspaces, MCP market, auth and skill installs.

modelstudioai/cli

Parser development — grammar, bindings, tests, CLI, and docs

agentopology/agentopology

Bumps versions, runs pre-push verification, and publishes ZizkaDB SDK and MCP packages.

ZIZKA-AI-SL/ZizkaDB

A skill your agent uses when a developer wants to deploy an HCLS agent to Amazon Bedrock AgentCore, configure Gateway tools as MCP endpoints, set up authentication with Cognito, configure memory, or…

aws-samples/amazon-bedrock-agents-healthcare-lifesciences

Product-specific frontend wrappers, API clients, and paths for ansible-ui.

ansible/ansible-ui

Use the ksail CLI to spin up and manage Kubernetes clusters (Kind/K3d/Talos/vCluster/KWOK — local via Docker; EKS — cloud via AWS) and GitOps workloads declaratively.

devantler-tech/ksail

Spin up and interact with ToolHive Studio's containerized dev environment (Xvfb + noVNC + DinD).

stacklok/toolhive-studio

Scaffold a ready-made AI agent harness in one command from the 19 published @metaharness/ example packages — 9 host integrations (Claude Code, Codex, Hermes, pi.dev, OpenClaw, RVM, Copilot…

ruvnet/metaharness

Kitaru just recipes, CLI structure and structured-output contract, analytics events, and PR-description conventions.

zenml-io/kitaru

A skill your agent uses when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.

archestra-ai/archestra

Release the @mcp-b monorepo with Changesets and pnpm, using npm trusted publishing in GitHub Actions.

WebMCP-org/npm-packages

This project uses flow for automation. An agent skill from flowexec/flow.

flowexec/flow

Find the top CPU, memory, or disk consumers. Use for capacity reviews, noisy-neighbor hunts, and top-N questions about which jobs, pods, or…

prometheus/prometheus-mcp

Sub-triages issues in the oncall:distributed queue by assigning distributed module labels, routing to sub-oncalls, and marking triaged.

pytorch/pytorch

Reverse-engineer a live Azure scope (resource group or filtered subscription) into a professional Draw.io architecture diagram following established AzVerify conventions.

Azure/AZVerify

Deploy test resources and run Azure SDK tests in live, record, or playback mode.

Azure/azure-sdk-tools

Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility.

microsoft/GitHub-Copilot-for-Azure

A skill your agent uses when adding tracing, structured logging, metrics, or monitoring to a FrontMCP server.

agentfront/frontmcp

Add Opik tracing to an existing app and verify a real trace lands.

comet-ml/opik-mcp

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway.

neondatabase/agent-skills

Analyze a file for quality and security issues using SonarQube

SonarSource/sonarqube-agent-plugins

Checks whether the Telegram daemon is alive, shows recent logs, finds the remote control URL and diagnoses MCP server problems.

k1p1l0/claude-telegram-supercharged

Maintain, organize, consolidate, or audit the cloakbrowser-mcp documentation set only when the user explicitly requests project documentation maintenance or an authorized public change requires it.

swimmwatch/cloakbrowser-mcp

When the user reports a bug, error message, stack trace, unexpected behavior, or "why is this broken" question, search the corpus first for prior occurrences, known fixes, or related runbooks.

lyonzin/knowledge-rag

Verifies that a recorded DecisionRecord still holds — baseline-vs-measure evidence loop with drift detection per FPF Evidence Decay.

m0n0x41d/haft

A skill your agent uses when creating or editing an agent.yaml (or .yml/.hcl) configuration file for Docker Agent (cagent), including defining agents, models/providers, built-in or MCP toolsets…

docker/skills