Cloud & DevOps MCP servers

Structured JSON wrappers for git, kubectl, terraform, helm, argocd, gh, glab and other CLIs.

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

Inspect and manage IONOS CLOUD infrastructure via MCP. Writes are opt-in and off by default.

Manage Marzban panels through the Model Context Protocol.

High-performance (Rust), token-efficient, and asynchronous SSH orchestrations for AI agents.

Governed OT data tap: 15 field protocols + cross-protocol RCA brain; audit + MOC gating.

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

AWS, GitHub and connected services from your agent, no keys to paste, plus local shell and browser.

MCP server for Synology NAS — browse files, monitor health, and automate operations

A live graph of your running system, code fused with OTel runtime, that your agent queries over MCP.

Manage LWS (lws.fr) domains, DNS zones, hosting and account from any MCP client.

Control Parallels Desktop VMs from MCP: power, screenshot, exec, keyboard, sequences. macOS only.

Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.

MCP server for Telegram serverless bots: lifecycle, deploys, migrations, webhooks via tgcloud CLI

Cheapest and best-value VPS plans by spec, plus domain prices, read daily from official pricing.

Secure SSH bridge for AI agents to observe and safely administer Linux VPSs.

Private, local search over your own files, by meaning and keywords, with secrets redacted.

Publish apps from Claude Code, Codex or Cursor to your team, behind sign-in, with a database.

SSH Model Context Protocol Server - Enable SSH functionality for AI models

Linux MCP server for real-time system monitoring - CPU, memory, disk, network, processes, Docker.

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Submit, list, inspect and cancel Slurm jobs, and describe the cluster.

Read-only project-level Grafana MCP: Loki logs, metrics, traces, alerts, test/prod switching

Deploy websites, migrate app backends, and run continuous sync with explicit approval gates.

Instant, resettable Windows, Ubuntu and Arch Linux ARM desktop VMs for AI agents on Apple Silicon.

Query and configure CheckMK monitoring: hosts, services, rules, downtimes, metrics

Connect to Signadot to manage ephemeral environments and route traffic to local services.