MCP servers for CI/CD, monitoring, container orchestration, and infrastructure management. Integrate Docker, Kubernetes, and deployment pipelines.
182 servers available
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.
Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.
Operate your own Linux servers from your LLM. Requires the SentinelX agent installed per host.
Live global intelligence: real-time markets, conflicts, country risk, chokepoints, energy. 39 tools.
Live data-center, power-grid, fiber, gas and M&A intelligence for AI agents. Query and cite.
AI agent run monitoring with incident replay and SLA receipts.
DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.
DevCycle MCP server for feature flag management
An MCP server connects your AI assistants to Infrahub using the open MCP standard.
MCP server for Pentest-Tools.com: run scans, manage findings and reports via your preffered LLM.
An MCP server for Scout Monitoring data interactions.
Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.
Analyze JVM thread dumps with ThreadMine: deadlocks, CPU spikes, pool exhaustion, health score.
Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, and private clouds.
Control fleets of remote machines via AI agents: exec, files, git, fleet ops, map/reduce.
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapper)
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).
Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs
Governed SolarWinds Orion + PRTG ops: canned SWQL, alert rollup, health, 31 tools.
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands
Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.
Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
Tamper-proof audit trail for AI agents. Signed receipts, offline-verifiable, zero backend.
Learn and adopt the Capability Host Protocol — the agentic web's open evidence layer.
Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.
Upload any file, get a signed link. SHA-256 verified, TTL-enforced, no account required.
Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
MCP-first read-only discovery of your infra & SaaS landscape as MCP resources, tools and prompts.
MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.
One workspace for every AI coding assistant. Shared tasks, memory, and governance.
API governance for AI coding assistants. Breaking changes, policies, cross-model context.
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.
Model Context Protocol (MCP) server for DeployHQ API integration
SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI
Read-only SSH server diagnostics via a fixed 38-command whitelist; secrets redacted, no write path.
Local GitHub Actions/CI maintenance check (action pinning, token perms). Not a full security audit.
AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman
AI-powered log analysis - parse, search, extract errors across 9+ formats
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.
Non-invasive AI Agent monitoring — audit every API call to Shopify, Meta Ads, and more
Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.
Coordination layer for AI agents across isolated developer local environments (devices)
Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.
MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents
MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.
AWS security scanner with attack chain detection, IAM privilege escalation, and fixes
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN earnings
MCP server for Duplicacy — monitor backup status and Prometheus metrics
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management
Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.
On-chain watches, web-page monitors, dead-man switches, cron, and agent coordination, paid via x402.
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.
EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool, four authenticated.
Complete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API
Zuul CI — build failure analysis, log search, pipeline status, and job configuration
Govern your backend control plane from your AI agent - signed, human-approval-gated.
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging
The agent eval standard for MCP. Score every agent output for quality, safety, and cost.
The Proxmox MCP you can hand the keys: VE/PBS/PMG/PDM, every op planned, audited, undoable.
Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.
Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.
Extended reasoning with structured processes, persistence, and workflow guidance
Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.
Governed MCP server for AI coding agents with budgets, verifier gates, and inspectable runs.
Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent
MCP runtime copilot for health checks, regressions, explainability, and operational memory.
Kubernetes MCP server with RBAC-style, context-scoped guardrails for AI agents.
Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.
MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.
Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.
Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.
Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.
Deploy to IBM Code Engine from Cursor, Copilot, Claude & Cline. Build, push, deploy via MCP.
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
Agent tracing, cost tracking, anomaly detection for LLM agents
MCP server for Zabbix monitoring and automation
Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server.
83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.
Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.
Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Multi-agent observability: cascade failure detection, heartbeats, and forensic replay
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
Aggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.
Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.
Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status
SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status
SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.
Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.
MCP server for Docker — manage containers, images, volumes, and compose services from your IDE
GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.
Agent-native hosting: deploy any folder to a live URL in one command. No approve tool.
MCP server providing Prometheus metrics access and PromQL query execution for AI assistants
Read local AI agent sessions (Claude Code, Codex, OpenCode, Antigravity, Pi): intents, plans, tools
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.
CLI wrapper and MCP server for AI coding agents with local history and compressed output.
Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).
Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).
Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).
Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection
Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.
Consequence evaluation for AI agents. Check recoverability before destructive actions.
319 tools for Rancher-managed Kubernetes over MCP: discovery, generic access, operator workflows
Docker container management and Dockerfile analysis
Dotenv parser, ports, system info for AI agents
Log parse, filter, analyze for AI agents
Security, cost, and health governance proxy for MCP infrastructure
MCP server for Runframe incident management covering incidents, on-call, postmortems, and more.
Sandboxed AI-native bash with 70 agentic tools: run_bash, code edit/diff, WASM Python/JS.
Agent-safe fleet management for independent Solana validators and RPC nodes
Query your Corral-organised local mirror of cloned GitHub repositories. Zero network calls.
MCP server for the Zabbix API — daily brief, problems, hosts, items
Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).
MCP server for managing Naver Cloud Platform (Ncloud) infrastructure
Local profiler for AI agents: burn by source, overnight bill, behavioral forensics, config fixes
Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.
Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake.
Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.
Scaffold projects from the Starter Series templates — MCP server, Claude Code skill, and CLI.
58 CQRS tools exposing 230 GitLab operations across 26 entity types
42 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
MCP server for OpenClaw deployment health: gateway, resources, errors, skills, upgrades, disk.
MCP server for cron silent-failure detection across crontab, systemd, and OpenClaw schedulers.
Interaction profile registry for AI agents. Log interactions, query behavioral lenses.
Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.
Kubernetes port forwarding for local development with automatic /etc/hosts entries.
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images.
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain, hygiene.
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 131 checks.
kube-linter audit for Kubernetes manifests — 63 checks: security, availability, RBAC, network.
Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
Vantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.
Vantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource exhaustion.
Dokploy MCP server for Codex, Cursor, and Claude with compact stdio and hosted HTTP modes
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.
Ed25519-signed receipts for every AI agent action. Local-first, verifiable, no server required.
Verifiable receipts for governed process changes; emit, validate, and gate trust
Natural-language cloud architecture: deployable Terraform/Pulumi, cost, compliance control mapping.
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.
VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.
VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.
VMware compliance scanning (CIS, vSphere SCG, GB/T 22239, PCI-DSS) with drift detection.
Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.
MCP server for on-prem Azure DevOps: repos, pull requests, work items, and wiki.
Observatory of public media reception: classify YouTube comments for mood, support and controversy.
Validates AI infra code on real VMs. Self-corrects until it works. No containers, no sandboxes.
Syslog receiver and MCP server for homelab log intelligence.
Syslog receiver and MCP server for homelab log intelligence.
