MCP servers for Kubernetes 114
These MCP servers and clients connect an AI assistant to Kubernetes, or mention it in their description or GitHub topics. MCP Harbor lists 114 of them; the most starred are netdata (★81,113), kong (★44,296) and nacos (★33,474).
86% open source · mostly Go, Python, TypeScript · 84 updated in the last 30 days · fastest this week: agentgateway (+155 stars)
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netdata★ 81,113
netdata · Go+128 stars this week (+0.2%)
The fastest path to AI-powered full stack observability, even for lean teams.
nacos★ 33,474
alibaba · Java+14 stars this week (+0%)
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.
dapr★ 26,154
dapr · Go+3 stars this week (+0%)
Dapr is a portable runtime for building distributed applications across cloud and edge, combining event-driven architecture with workflow orchestration.
docker-android★ 16,011
budtmo · Python+28 stars this week (+0.2%)
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
kubeshark★ 12,107
kubeshark · Go+7 stars this week (+0.1%)
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
tyk★ 10,869
TykTechnologies · Go+8 stars this week (+0.1%)
Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)
drawio-skill★ 10,325
Agents365-ai · Python+124 stars this week (+1.2%)
Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view projection, drift diff, CI architecture tests, whiteboard derasterize, interactive HTML/PPTX/Mermaid ex
agentgateway★ 5,534
agentgateway · Rust+155 stars this week (+2.9%)
Next Generation Agentic Proxy for AI Agents and MCP servers
mirrord★ 5,380
metalbear-co · Rust+11 stars this week (+0.2%)
Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.
mcp-context-forge★ 4,685
IBM · Python+39 stars this week (+0.8%)
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
archestra★ 4,398
archestra-ai · TypeScript+26 stars this week (+0.6%)
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
learn-agentic-ai★ 4,388
panaversity · Jupyter Notebook+4 stars this week (+0.1%)
Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.
octelium★ 4,115
octelium · Go
A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA platform, API/AI/MCP gateway, a PaaS, an ngrok-alternative and a homelab infrastructure.
radar★ 3,903
skyhook-io · Go+69 stars this week (+1.8%)
The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.
toolhive★ 2,305
stacklok · Go+14 stars this week (+0.6%)
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
kubernetes-mcp-server★ 2,179
containers · Go
Model Context Protocol (MCP) server for Kubernetes and OpenShift
duckle★ 1,526
slothflowlabs · Rust
Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.
ApeRAG★ 1,321
apecloud · Python
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
ongrid★ 1,219
ongridio · Go
An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.
mcp-gateway★ 894
microsoft · C#
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling scalable, session-aware stateful routing and lifecycle management of MCP servers in Kubernetes environments.
k8m★ 890
weibaohui · Go
一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。
agentscope-runtime★ 878
agentscope-ai · Python
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
formae★ 775
platform-engineering-labs · Go
Open-source Infrastructure As Code that starts from what already runs. formae discovers your estate, versions drift and hands back current code. A Terraform and Pulumi alternative built on Pkl, with an MCP server for AI agents.
mcpcan★ 728
Kymo-MCP · Go
MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and
agent-safe-pipeline★ 687
decionis · TypeScript
An execution-authority gateway for AI agents and APIs. It intercepts consequential HTTP actions, asks Decionis whether they are authorized, and forwards exactly the authorized request once on a single-use grant, holds it for a person, or refuses it, leaving chained evidence of each. Installs by Home
sandbase-harness★ 635
sandbaseai · TypeScript
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
phpMyFAQ★ 622
thorsten · PHP
phpMyFAQ - Open Source FAQ web application for PHP 8.4+ and MySQL, PostgreSQL and other databases
mcp-for-argocd★ 594
argoproj-labs · TypeScript+6 stars this week (+1%)
An implementation of Model Context Protocol (MCP) server for Argo CD.
Weave★ 550
liaotxcn · Go
A highly efficient, secure, and stable application development platform with excellent performance, easy scalability, and deep integration of AI capabilities such as LLM, AI Chat, RAG, and Agents.
agentcontrolplane★ 512
humanlayer · Go
ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, clarity, and control. It is designed for outer-loop agents that run without supervision, and make asynchronous tool calls like requesting human feedback on key operations. Full MCP support.
kmcp★ 476
kagent-dev · Go
CLI tool and Kubernetes Controller for building, testing and deploying MCP servers
caipe-io · TypeScript
CAIPE is an open-source AI platform for building, governing, and operating AI agents and agentic workflows for platform engineering and beyond.
dot-ai★ 338
vfarcic · TypeScript
Intelligent dual-mode agent for deploying applications to ANY Kubernetes cluster through dynamic discovery and plain English governance
Containarium★ 310
FootprintAI · Go
Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC backends, GPU passthrough, MCP-native CLI
hull★ 295
vidispine · Python
The incredible HULL - Helm Uniform Layer Library - is a Helm library chart to improve Helm chart based workflows.
agent-sandbox★ 222
agent-sandbox · Go
Agent-Sandbox is an easy-to-use, enterprise-grade sandbox platform for AI Agents — letting them securely run untrusted LLM-generated code, Browser use, Computer use, and deploy websites, among other tasks.
inference-gateway★ 215
inference-gateway · Go
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare and DeepSeek.
kubeflow · Python
MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.
srelens★ 201
srelens · Rust
The Kubernetes control room—built in Rust, ready for engineers and AI agents.
ksail★ 164
devantler-tech · Go
All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind, K3d, Talos, VCluster) with built-in GitOps, secrets, AI assistant, and MCP server. Only requires Docker or a Cloud Provider.
mcp-k8s★ 152
silenceper · Go
A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.
kom★ 151
weibaohui · Go
kom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。 它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这个项目支持多种 Kubernetes 资源类型的操作，并能够处理自定义资源定义（CRD）。 通过使用 kom，你可以轻松地进行资源的增删改查和日志获取以及操作POD内文件等动作。
diagram-mcp-server★ 148
andrewmoshu · Python
An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, GCP, Kubernetes and more
aks-mcp★ 143
Azure · Go
A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.
cronstable★ 136
ptweezy · Python
A job scheduler with retries, alerts, saved run history, workflows, and dashboards for single machines and clusters.
aliyun · Python
Alibaba Cloud's ack-mcp-server unifies container operations capabilities, enabling AI assistants and third-party AI agents to perform complex tasks via natural language through the MCP protocol, empowering container-native AIOps. DingTalk discussion group: 70080006301
aliangboard★ 114
aliang-one · JavaScript
An open-source, AI-native Kubernetes panel — full multi-cluster management via a Vue 3 + Node gateway, with a built-in Agent workbench and MCP server that lets LLMs read, write, and operate your cluster.
hoangsonww · Python
🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt UI dashboard. Also includes an Agentic Team runtime with role-based multi-agent open communication &
aws-samples · JavaScript
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (vLLM, SGLang, Ollama) 📊 Vector Databases, 🔍 Embedding Models (TEI) 📈 Observability (Langfuse, Phoenix) etc. Fast-trac
selenosis★ 95
alcounit · Go
Scalable, stateless selenium, playwright, devtools, mpc hub for Kubernetes cluster
SystemCraftsman · Python
Command Line Interface and MCP Server for the Strimzi Kafka Operator
levelrail★ 75
glincker · Go
Free, self-hosted alternative to Vercel, Heroku, Railway, Coolify and Dokku. Push to git, get HTTPS, logs, metrics and one-click rollback on your own servers. One Go binary, no Kubernetes.
redhat-data-and-ai · Python
Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.
agentarea★ 66
agentarea · Python
Cloud-native AI Agents orchestration platform for zero-human organizations
OptimNow · Python
Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, waste detection, GreenOps. Installs into 12 AI tools, or connect the hosted MCP ser
mcp-kubernetes★ 61
Azure · Go
A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes
nora★ 58
solomon2773 · TypeScript
Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.
aws-solutions-library-samples · Python
AI/ML and HPC at planetary scale. One API. Every Accelerator. Any Region. MIT-0 licensed
odoo-claude-mcp★ 51
rosenvladimirov · Python
Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n
kubernetes-sigs · Go
A Kubernetes operator that provides a declarative API to deploy, manage, and safely roll out MCP Servers, handling their full lifecycle with production-grade automation and ecosystem integrations.
pronounce★ 47
anzy-renlab-ai · Python
🔊 Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced dictionary + CLI + VS Code + GitHub Action + MCP + Agent Skill.
UnifAI★ 45
redhat-community-ai-tools · Python
Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers. Execute locally with LangGraph or distributed with Temporal. Built-in RAG pipeline for enterprise knowledge retrieval. A2A and MCP protocol support. Visual dr
Azure · TypeScript
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
mcp-mesh★ 42
dhyansraj · Python
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST
kubernetes-mcp★ 42
achetronic · Go
Connect AI to Kubernetes: filtered responses, fine RBAC, safe to expose with OAuth 2.1
core★ 42
kubeara · TypeScript
Self-hosted PaaS for private infrastructure. Deploy 200+ services on any server in one click. GPU monitoring, AI model management, VRAM checker, and MCP built in. Coolify alternative. MIT licensed. Free forever.
confdiff★ 41
esperanza-volkov · JavaScript
Semantic, format-aware diff for config & structured-data files (JSON, YAML, TOML, INI, .env, .properties, CSV, XML). See what actually changed — keys and values, not text noise.
muster★ 40
giantswarm · Go
Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, with meta-tool discovery, toolsets, OAuth 2.1 and SSO through Dex, and Kubernetes custom resources
iagogfe · JavaScript
Excalidraw MCP server with real vendor-icon search & insertion (AWS/Azure/GCP/OCI/Kubernetes) for AI-built architecture diagrams — live canvas, 31 tools
mcp-operator★ 29
vitorbari · Go
Production Kubernetes operator for deploying and validating MCP servers
mcp-k8s-eye★ 29
wenhuwang · Go
MCP Server for kubernetes management and diagnose your cluster and applications
ig-mcp-server★ 28
inspektor-gadget · Go
Debug your Container and Kubernetes workloads with an AI interface
brightlikethelight · Python
🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP integration with enterprise features
Ashfaqbs · PowerShell
Production-ready Claude Code configuration for backend/full-stack developers. 9 rules, 8 commands, 5 agents, 13 skills, hooks, and MCP servers for Java/Spring Boot, Python/FastAPI, JS/React, PostgreSQL, MongoDB, Redis, Kafka, Docker, K8s, and AI/ML.
den-vasyliev · Go
The Control Plane for AI Infrastructure Kubernetes-native registry for MCP servers, agents, skills & models
SRE-agent★ 25
martinimarcello00 · HTML
Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrates LangChain, LangGraph, and MCP servers to enable automated SRE tasks in cloud-native environments.
boxxkite★ 20
EvAlssment · Python
Self-hostable sandbox for agent code execution — SandboxManager, control-plane, 4 SDKs, MCP server, running inside real Kubernetes pod isolation
finopsmcp★ 19
getnable · Python
The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.
ocm-mcp-server★ 18
ocm-mcp-server · Python
An MCP server that lets AI agents operate a multi-cluster Kubernetes fleet through an Open Cluster Management hub, with policy, approval, and audit between the model and your clusters.
mcp-hangar★ 18
mcp-hangar · Python
MCP policy enforcement plane — deterministic policy on every Model Context Protocol call: identity, RFC 8707 audience binding, tool schema digest pinning, full audit trail. Python, self-hosted, MIT.
kubeopt★ 12
kubeopt · Python
The Cost Engineer for Kubernetes. Analyzes AKS, EKS, and GKE clusters to find optimization opportunities with actionable kubectl commands.
OrygnsCode · TypeScript
Model Context Protocol server for Open Policy Agent (OPA). Author, validate, debug, and explain Rego policies through any MCP-compatible client.
redacta★ 8
nickjlamb · TypeScript
Redacta — a Claude/Agent Skill that pseudonymises medical documents before AI processing
vijaykodam · Python
Kubernetes Read Only MCP Server. A Model Context Protocol (MCP) server for safely interacting with Kubernetes clusters using read-only operations.
ThoTischner · TypeScript
Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend, with cross-signal anomaly detection and a built-in Web UI.
GeiserX · Go
MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model Context Protocol
pushcinpm package
finsavvyai · JavaScript
Independent delivery verification and promotion control for AI-written changes.
@diagrams-so/mcpnpm package
diagrams-so · JavaScript
MCP server for Diagrams.so — generate, edit, and manage architecture diagrams from any MCP client (Claude, Cursor).
@aidalinfo/scaleway-mcpnpm package
aidalinfo · JavaScript
Scaleway MCP server (read-only by default, optional restricted-write mode) — projects, instances, managed databases, DNS, transactional email, VPC/network, Kubernetes, scoped Object Storage access and pull-only Container Registry access, dedicated RDB dat
code-engine-mcp-servernpm package
markusvankempen · JavaScript
IBM Code Engine MCP Server - deploy containers to IBM Cloud Code Engine from Cursor, Copilot, Claude, and Cline using natural language
@supernova123/docker-mcp-servernpm package
supernova1234 · JavaScript
MCP server for Docker — container management, health checks, auto-restart, Compose lifecycle, and log streaming for Claude, Cursor, and AI agents
@edgescaleai/cube-mcpnpm package
wtyree-esai · JavaScript
MCP server for EdgescaleAI Cube cluster management and Apollo deployments
cloud-devops-mcp-servernpm package
GitHub Actions · JavaScript
Cloud DevOps MCP server with guarded operations and optional private OpsChugex root-cause, governance, security posture, FinOps and change intelligence.
OpservoMCP Registry
getopservo.com
Read-only server insight: why a Linux server or K8s cluster is slow, failing or changed.
AnkraMCP Registry
ankra.ai
Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and security, with OAuth.
Mengi CloudMCP Registry
mengi.cloud
Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud.
Qovery MCP ServerMCP Registry
qovery.com
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natural language.
Frequently asked questions
What is the best MCP server for Kubernetes?
By GitHub stars, the most adopted Kubernetes entries on MCP Harbor are netdata (★81,113), kong (★44,296) and nacos (★33,474). Popularity is a starting point only. Check whether the project is maintained by the vendor, when it was last updated and which permissions it needs, then try it on a test account before giving it real credentials.
How do I add an MCP server for Kubernetes?
Open a listing below, copy the package name or server URL from its README, and add it to your client: claude mcp add in Claude Code, mcpServers in Cursor or Claude Desktop, servers in VS Code. The install guide has copy-paste config for each one.
How many Kubernetes MCP servers are there?
MCP Harbor currently lists 114 projects that match Kubernetes. 84 of them were updated in the last 30 days and 86% of the GitHub projects carry an open-source license. The list is rebuilt every day from the official MCP Registry, GitHub, npm and PyPI, so a new server shows up here on the first daily update after it meets the listing criteria.
MCP servers for other tools
- GitHub370
- Docker338
- PostgreSQL237
- MySQL95
- SQLite333
- MongoDB40
- Redis45
- Supabase59
- Playwright193
- Puppeteer29
- Obsidian128
- Notion44
- Slack73
- Discord73
- All →
Data last updated . Stars and downloads are refreshed every day from GitHub and npm.