DevOps MCP servers for Kubernetes, Docker, Terraform and CI/CD: let an AI assistant inspect clusters, read pipelines and help with infrastructure. 2,455 servers in this category.
Generates visual architecture diagrams and concurrency bottleneck estimates from any codebase using static analysis.
$claude mcp add workflow-generator -- uvx workflow-generator-mcp
Classifies GPU workloads as training, inference, or idle using telemetry data like utilization, memory patterns, and power draw.
$claude mcp add workloadtruth -- uvx workloadtruth-cliOrchestrates emergency shutdowns for Slurm, Kubernetes, and IPMI clusters with signed, tamper-evident audit trails.
$claude mcp add haltproof -- uvx haltproof-cli
Diagnoses broken XAMPP and WAMP stacks by analyzing running processes, listening ports, and error logs to identify port conflicts and service crashes.
$claude mcp add localhost-doctor -- uvx localhost-doctor
Manages Harbor container registry operations including artifact scanning, tag management, and system health monitoring through audited MCP tools.
$claude mcp add harbor-aiops -- uvx harbor-aiopsManages BIND 9 DNS operations through 23 audited tools for zone validation, DNSSEC status, and service monitoring.
$claude mcp add bind9-aiops -- uvx bind9-aiopsProvides 17 tools to monitor, diagnose, and manage Apache HTTP Server operations through diagnostics, log analysis, and health probes.
$claude mcp add apache-aiops -- uvx apache-aiops
Enables AI agents to instrument code with tracing, manage evaluations, configure guardrails, and debug failing tests within the Openlayer platform.
$claude mcp add --transport http openlayer-skills https://mcp.openlayer.com/mcp
Lets an AI client run network diagnostics like ping, traceroute, mtr, nmap scans, DNS and TLS lookups, HTTP requests, and system monitoring.
Automates the detection and fixing of breaking changes in MCP servers caused by the 2026-07-28 specification revision.
Orchestrate multiple MCP servers with a unified management interface, REST API, and real-time monitoring via a web UI.
Scans Terraform code for security misconfigurations locally while your AI assistant generates infrastructure as code.
Manages SWAG reverse-proxy configurations, backups, logs, and health checks via an MCP interface.
Lets an AI client manage Fortinet FortiGate firewalls via REST API, including policies, NAT, DNS, DHCP, and security auditing.
Lets an AI client manage Proxmox VE clusters, including VMs, containers, storage, and ZFS pools via REST API and SSH.
Orchestrate DNS records and reverse proxy configurations across multiple providers from a single unified interface.
Lets AI clients drive Orcho as a production harness and control plane for agentic software delivery through act, observe, decide, and inspect tools.
Evaluates Terraform and AWS CDK infrastructure against security benchmarks and generates AI-powered code fixes.
Connects AI agents to Perfecto's cloud-based testing platform to manage testing workflows through natural language.
Enables natural language management of MikroTik routers through Cursor IDE using RouterOS API and SSH.