DevOps & Cloud · Model Context Protocol

Add capabilities, addons, deployment targets, generated CI, services, or stack updates to an existing Better Fullstack project.

Marve10s/Better-Fullstack

Automate repeated Kagi queries with batch search, watches, notifications, history, caching, and MCP.

Microck/kagi-cli

Guides reading mecatl's perf MCP data to find why a running harness is slow, leaking goroutines or growing in memory, using cheap reads before any CPU capture.

stacklok/mecatl

Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format.

Azure/azure-sdk-tools

Read the vendor's breaking changes, deprecations, migration notes and CVEs for every version between the one pinned now and the one being moved to, through the whatsnew MCP server's upgradenotes tool.

getknit/knit

Build, upgrade, and operate Aspire 13.5.x C or TypeScript application hosts with the current CLI, AppHost, ServiceDefaults, integrations, dashboard, testing, MCP, and deployment patterns for…

managedcode/dotnet-skills

Deploys Cisco ACI policy changes only behind an approved ServiceNow Change Request, capturing pre and post-change fault baselines and rolling back automatically on a fault delta.

automateyournetwork/netclaw

Compare Bicep templates against a Draw.io Azure architecture diagram to detect resource-level divergence.

Azure/AZVerify

Debug and troubleshoot Flux CD on live Kubernetes clusters (not local repo files) via the Flux MCP server — inspects Flux resource status, reads controller logs, traces dependency chains, and…

fluxcd/agent-skills

Performs a comprehensive Amazon ECS operations review across the 6 review pillars (Resiliency & HA, Observability, Security, Operations, Performance, Additional Analysis) using read-only AWS APIs…

aws/tools-for-devops-agent

bkit plugin help - list available functions including /pdca (9-phase feature cycle), /sprint (8-phase feature container, v2.1.13), /control (Trust L0-L4 + SPRINTAUTORUNSCOPE), /bkit-explore, and 40+…

ww-w-ai/bkit-claude-code

Creates and edits architecture diagrams through the Draw.io MCP tool, with guidance for rendering Azure icons correctly and laying out network diagrams.

thomast1906/github-copilot-agent-skills

OpenClaw 安全部署指南 / Security deployment guide — help users secure their OpenClaw installation

jnMetaCode/shellward

A skill your agent uses when exposing a Docker Agent as a server (MCP, HTTP API, A2A, ACP, or OpenAI-compatible chat), distributing an agent via an OCI registry with docker agent share, or measuring…

docker/skills

Finds the metrics and labels behind a Prometheus series explosion using a connected Prometheus MCP server, then proposes relabeling, dropping or recording-rule fixes with measured impact.

prometheus/prometheus-mcp

Publishing and release workflow with semantic-release and GitHub Actions

adeze/raindrop-mcp

A skill your agent uses for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds.

fmflurry/settings-opencode

Reverse-engineer a live Azure scope (resource group or filtered subscription) into deployment-ready, modular Bicep templates with parameter files.

Azure/AZVerify

A skill your agent uses when designing, reviewing, or implementing OpenEnv-style environment interfaces for agentic RL with TRL, including reset/step/state contracts, tasksets, Docker or…

burtenshaw/training-agents

Assess EKS cluster upgrade readiness — run automated checks across 8 areas (version, breaking changes, deprecated APIs, add-on compatibility, node readiness, workload risks, AWS Insights, upgrade…

aws-samples/appmod-blueprints

Runs a phased health audit of a Cisco ACI fabric through MCP tools: node status, links, tenant and policy review, faults and endpoint learning.

automateyournetwork/netclaw

Write generation rules using bundled references in this repo (airgap).

runwhen-contrib/runwhen-local

Provides research patterns for Foundry Agent Service SDK. An agent skill from microsoft-foundry/foundry-agent-webapp.

microsoft-foundry/foundry-agent-webapp

Looks up live Azure retail prices by SKU, service or region through the Azure MCP pricing tool, estimates template costs and compares regions, price types and savings plans.

thomast1906/github-copilot-agent-skills

A skill your agent uses when authoring, planning, or running a declarative sbxenv.yaml file for Docker Sandboxes (sbx env create/run/plan/exec/rm), even if the user just says they want to "check in…

docker/skills

How to install, configure, and use the chorus CLI — install it, manage agents with chorus agents (add/remove/list), the connection environment variables, and MCP operations via chorus mcp.

Chorus-AIDLC/Chorus

Audits Prometheus recording and alerting rules through a connected Prometheus MCP server, finds gaps and noisy alerts, and drafts improved rule-group YAML.

prometheus/prometheus-mcp

Adds and tests declarative, behavior-defined agentic engines in GitHub Agentic Workflows, touching Go infrastructure only when the declarative model falls short.

github/gh-aw

Author an MCP package for OtoDock: the manifest.json fields and their rules, the package layout, what the installer refuses or drops, credentials and instances, skills bundled with an MCP, and the…

OtoDock/oto-dock

Overview of Neon, a complete set of cloud backend primitives for apps and agents, spanning Lakebase Postgres, Auth, the Data API, Object Storage, Compute Functions, and the AI Gateway.

smontlouis/bible-strong

Answers questions about agent spend, token use, traces, events, errors and tool usage by running read-only SQL against a local TMA1 observability store.

tma1-ai/tma1

Debug the running local stack with traces, logs, and a shared headless browser.

macro-inc/macro

A concise feature matrix for deciding which PlanetScale safety, observability, and automation recommendations apply by engine.

planetscale/skills

How to install, configure, and use the chorus CLI — install it, manage agents with chorus agents (add/remove/list), the connection environment variables, and MCP operations via chorus mcp.

Chorus-AIDLC/Chorus

Finds where a Prometheus metric stops existing, whether at the target, the scrape, relabeling or the query, using the tools of a connected Prometheus MCP server.

prometheus/prometheus-mcp

Produces a quick structured report on a NixOS Flake repository, covering its hosts and Nix file count, by calling the flake-stats-mcp tool.

Ruixi-rebirth/flakes

A skill your agent uses when deploying, building for production, packaging, or shipping a FrontMCP server.

agentfront/frontmcp

Choose and create the right Neon branch type for testing and development.

neondatabase/agent-skills

SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework.

zxkane/aws-skills

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services.

CommandCodeAI/agent-skills

Local claude-code documentation reference (latest). An agent skill from olorehq/olore.

olorehq/olore

Compare a Draw.io Azure architecture diagram against a live Azure environment to detect drift.

Azure/AZVerify

Comprehensive GitHub repository management toolkit. An agent skill from MassLab-SII/open-agent-skills.

MassLab-SII/open-agent-skills

A skill your agent uses when changing c0 deployment configuration, runtime-editable global settings, auth providers, AI providers, MCP Context Forge, discovered registries, secret references, or…

Consensys/c0

Drift detection + apply for a scaffolded harness. An agent skill from ruvnet/metaharness.

ruvnet/metaharness

Dataverse solution lifecycle — create, export, import, promote across environments, and validate deployments.

microsoft/Dataverse-skills

Setup runbook for CodFlow — an AI agent following it authenticates with Cloudflare, creates the required resources (D1, R2, KV) in the developer's account, binds their real IDs into both…

bighadj22/codflow

Navigate the UML-MCP repository and its documentation quickly.

antoinebou12/uml-mcp