Top Cloud Infrastructure MCP servers

Ranked by the composite AgentRank score — a weighted blend of stars (15%), freshness (25%), issue health (25%), contributors (10%), and inbound dependents (25%). Average score across these 8 tools: 84.3.

See all deployment tools in the index →

Choosing by use case

AWS services

Read CloudWatch logs, manage S3 buckets, trigger Lambda functions, and query EC2 state from your agent.

Kubernetes & containers

List pods, view events, exec into containers, and apply manifests via kubectl through an MCP interface.

Terraform & IaC

Plan and apply infrastructure changes, read state, and understand drift — without leaving the agent context.

CI/CD pipelines

Trigger GitHub Actions, read pipeline status, and respond to build failures automatically.

Quick setup

Most MCP servers follow the same config pattern. Add this to your Claude Desktop, Cursor, or Windsurf MCP config file:

{
  "mcpServers": {
    "aws-kb": {
      "command": "npx",
      "args": ["-y", "awslabs.aws-kb-retrieval-server@latest"],
      "env": { "AWS_ACCESS_KEY_ID": "...", "AWS_SECRET_ACCESS_KEY": "..." }
    }
  }
}

See the integrations page for platform-specific setup guides for Claude Code, Cursor, VS Code, Windsurf, and Cline.

Reading the AgentRank signals

Each tool in this guide is scored on five signals that predict long-term reliability:

Full scoring methodology →