MCP
AWS MCP Servers
A collection of AWS-focused MCP servers for working with AWS services and cloud development workflows.
awslabs/mcpDescription source checked 2026-10-18
Read directory guide →Author source ↗Workflow collection · 2026-10-18
Cloud & DevOps MCP Servers and Skills
Start from the system you operate: a cloud account, a Kubernetes cluster, infrastructure configuration, or a delivery pipeline. Compare established cloud guides with new official servers and skills, then open the setup guide for your environment.
19 guides · 14 MCP / 5 Skills
These are actual directory guides grouped by operational task. An MCP connection supplies tools; a skill supplies workflow instructions. Review the individual guide for credentials, transport, and the operations it can expose.
Choose your starting point
| Your task | Start here | How to choose |
|---|---|---|
| Inspect an existing cloud account | Provider and platform servers | Choose the vendor you already use, then begin with inventory and logs before requesting changes. |
| Diagnose a Kubernetes workload | Google Kubernetes Engine MCP | Use cluster, event, and workload context together rather than guessing from an application error alone. |
| Plan infrastructure changes | Infrastructure and platform guidance | Use Terraform context or provider skills to prepare a plan; review live resource operations separately. |
| Investigate a delivery failure | Delivery and workflow operations | Start with pipeline or flow-run evidence, then follow the affected service into its provider guide. |
Find a guide in this collection
No matching guides. Try another search or reset the filters.
Cloud platforms and Kubernetes
Choose the integration matching the account and platform you actually operate.
MCP
Cloudflare MCP
Connect assistants to Cloudflare services through Cloudflare’s MCP servers.
cloudflare/mcp-server-cloudflareDescription source checked 2026-10-18
Read directory guide →Author source ↗MCP
Google Cloud Run MCP
Connect an assistant to Cloud Run deployment and service-management workflows.
GoogleCloudPlatform/cloud-run-mcpDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-18
DigitalOcean MCP
Manage DigitalOcean infrastructure through service-specific hosted MCP endpoints or the vendor’s local server.
digitalocean-labs/mcp-digitaloceanDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-18
Google Kubernetes Engine MCP
Inspect GKE clusters, Kubernetes workloads, logs, and upgrade risks using Google Cloud’s MCP server.
GoogleCloudPlatform/gke-mcpDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-18
Firebase MCP
Connect a coding assistant to Firebase projects, Authentication, Firestore, security rules, and other Firebase development tools.
firebase/firebase-toolsDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-18
Heroku Platform MCP
Inspect and manage Heroku applications, dynos, add-ons, pipelines, logs, and PostgreSQL resources through MCP.
heroku/heroku-mcp-serverDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-14
Render MCP
Inspect Render services, deployment events, logs, metrics, and Postgres resources from your AI client.
render-oss/render-mcp-serverDescription source checked 2026-10-14
Read directory guide →Author source ↗Infrastructure and platform guidance
Connect infrastructure context with instructions for configuring and operating your platform.
MCP
HashiCorp Terraform MCP
Retrieve Terraform provider, module, and policy context for infrastructure workflows.
hashicorp/terraform-mcp-serverDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-18
HashiCorp Consul MCP
Connect MCP clients to Consul service discovery, health checks, key-value data, service mesh, and ACL operations.
hashicorp/consul-mcp-serverDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-18
HashiCorp Vault MCP
Use HashiCorp’s MCP server to manage Vault mounts, key-value secrets, and PKI workflows.
hashicorp/vault-mcp-serverDescription source checked 2026-10-18
Read directory guide →Author source ↗Skill
Cloudflare Agent Skills
Apply Cloudflare’s agent skills to development on the Cloudflare platform.
cloudflare/skillsDescription source checked 2026-10-18
Read directory guide →Author source ↗SkillBatch 2026-10-18
Microsoft Azure Skills
Use Microsoft’s Azure skills plugin to combine Azure workflow guidance with Azure MCP and Foundry MCP tools.
microsoft/azure-skillsDescription source checked 2026-10-18
Read directory guide →Author source ↗SkillBatch 2026-10-18
Firebase Agent Skills
Add Firebase-specific instructions and resources to coding agents working on Firebase applications.
firebase/agent-skillsDescription source checked 2026-10-18
Read directory guide →Author source ↗Delivery and workflow operations
Follow build, container, deployment, and background-job context into the next diagnostic step.
MCP
Buildkite MCP
Inspect Buildkite pipelines, builds, jobs, artifacts, and test information from an MCP client.
buildkite/buildkite-mcp-serverDescription source checked 2026-10-18
Read directory guide →Author source ↗MCPBatch 2026-10-15
Docker Hub MCP
Search Docker Hub images and inspect repositories and tags with Docker’s own MCP integration.
docker/hub-mcpDescription source checked 2026-10-14
Read directory guide →Author source ↗MCPBatch 2026-10-18
Prefect MCP
Inspect Prefect flows, runs, deployments, logs, work pools, and automations using its experimental MCP server.
PrefectHQ/prefect-mcp-serverDescription source checked 2026-10-18
Read directory guide →Author source ↗SkillBatch 2026-10-16
Railway Skills
Install Railway’s use-railway skill and plugin integration, with hosted MCP access for Railway account workflows.
railwayapp/railway-skillsDescription source checked 2026-10-15
Read directory guide →Author source ↗SkillBatch 2026-10-16
Trigger.dev Agent Skills
Build durable background tasks, AI chat agents, workflows, and realtime application interfaces with Trigger.dev’s own skills.
triggerdotdev/skillsDescription source checked 2026-10-15
Read directory guide →Author source ↗Questions about this collection
Should I start with an MCP server or a skill?
Use a server when the task needs connected resource context or tools. Use a skill when the assistant needs platform-specific instructions. Some plugins bundle both; each guide explains its installation path.
Do these guides deploy anything automatically?
Reading a directory guide does not connect an account or run a tool. After installing a server yourself, its credentials and exposed tools determine the operations your client can request.
What should I open after investigating a failed deployment?
Follow the cloud provider guide for resource state and the observability collection for telemetry. Keep the same application, environment, and incident time window when moving between tools.
Keep exploring
Explore the fourth batch: 29 official cloud, payment, security, and monitoring additions →
See all 25 additions in the third batch → · Full directory →