DevOps and SRE
These servers connect an agent to the systems you run: containers, clusters, cloud accounts and the dashboards that watch them. Start with read access and widen it only where you trust the workflow; several of these can change live infrastructure.
Kubernetes
Pods, deployments, logs and events.
Manages self-hosted cloud development environments and AI coding agents using Terraform-defined workspaces.
RemoteGoDeveloper Tools$claude mcp add --transport http coder https://{coder_hostname}/api/experimental/mcp/httpEnables local development by bulk port forwarding Kubernetes services to your workstation with automatic service name resolution via /etc/hosts.
LocalGoDeveloper Tools$https://github.com/txn2/kubefwd/releases/download/v1.25.18/kubefwd-1.25.18-darwin-arm64.mcpbEnables AI agents to perform step-through debugging, set breakpoints, and inspect variables across ten programming languages using the Debug Adapter Protocol.
Local29 toolsTypeScriptDeveloper Tools$claude mcp add mcp-debugger -- npx -y @debugmcp/mcp-debugger
Docker
Containers and images on a local or remote host.
Connects AI clients to GitHub so they can read repositories, manage issues and pull requests, and inspect workflows.
LocalRemote103 toolsGoVersion Control$claude mcp add github-mcp-server -- docker run -i --rm ghcr.io/github/github-mcp-server:2.1.0Lets an AI client query and control an Unraid server's array, VMs, Docker containers and notifications via its GraphQL API.
LocalPythonDevOps & Infrastructure$claude mcp add unraid-mcp -- uvx unraid-mcpLets an AI client manage Fly.io apps and machines, deploy Docker images, read logs, and run commands on machines.
Local32 toolsTypeScriptCloud Platforms$claude mcp add fly-io -- npx -y fly-io-mcp-server
AWS
Accounts, resources and costs.
Gives AI clients specialized tools to work with AWS services, documentation, and cloud workflows.
PythonCloud PlatformsUpdated Nov 14, 2026Lets an AI client list, query, and modify AWS DynamoDB tables and items with configurable tool and table access controls.
Local13 toolsTypeScriptDatabases$claude mcp add dynamodb -- npx -y aws-dynamodb-mcp-serverAllows AI agents to query and provision cloud and SaaS resources across dozens of providers using SQL semantics.
LocalGoCloud Platforms$https://github.com/stackql/stackql/releases/download/v1.0.888/stackql-mcp-linux-x64.mcpb
Monitoring
Metrics, logs, alerts and incidents.
Allows an AI client to interact with Grafana dashboards, query various datasources like Prometheus and Loki, and manage dashboard configurations.
LocalRemote123 toolsGoMonitoring & Observability$claude mcp add mcp-grafana -- docker run -i --rm docker.io/grafana/mcp-grafana:2.3.0Enables AI assistants to interact with real-time infrastructure monitoring data, including metrics, logs, alerts, and anomaly detection.
RemoteGoMonitoring & Observability$claude mcp add --transport http mcp-server https://app.netdata.cloud/api/v1/mcpLets an AI client access product analytics, feature flags, experiments, dashboards, and error tracking data.
Remote2 toolsPythonDeveloper Tools$claude mcp add --transport http mcp-5b028a https://mcp.posthog.com/mcpGives AI clients real-time global intelligence on conflict, markets, energy, trade, shipping and cyber events.
RemoteTypeScriptSearch & Web Data$claude mcp add --transport http worldmonitor https://worldmonitor.app/mcpAllows AI agents to interact with Couchbase clusters and Operational Insights to manage data, query schemas, and monitor cluster health.
Local48 toolsPythonDatabases$claude mcp add mcp-server-couchbase -- uvx couchbase-mcp-serverLets an AI client query cluster-wide Kubernetes network traffic, investigate API calls, and perform root cause analysis using eBPF-powered observability.
LocalGoDevOps & Infrastructure$https://github.com/kubeshark/kubeshark/releases/download/v53.6.0/kubeshark-mcp_darwin_arm64.mcpb