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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10066#data-ai3928#development1172#finance870#productivity811#devops-infra806#python551#gcp371
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Popular tags

Showing 24 of 90 MCP tools

stdiosrc
2 stars

K8s Scaling Advisor

Kubernetes workload analyzer that generates actionable HPA/VPA/resource scaling recommendations using Prometheus metrics and kubectl data

Verified
github-topic:mcpSynced 3mo ago
10 tools
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdiosrc
2 stars

Orchestra

Declarative AI Agent pipeline engine — like Kubernetes for your LLM agents. YAML DSL + Temporal + MCP.

Verified
github-topic:mcpSynced 3mo ago
25 tools
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdionpx
2 stars

Finopsmcp

Local-first, AI-native FinOps. Ask your AWS, Azure, GCP, Kubernetes, and SaaS bill anything inside Claude or Cursor. Runs on your machine; credentials never leave it.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
19 tools
Active/3mo ago/High signal
generalgeneralkubernetes
stdiosrc
1 stars

K8s Ai

🧠 Tenant repository bootstrapped by k8s-infrastructure that contains the manifests for AI related applications

Verified
github-topic:mcpSynced 3mo ago
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdiosrc
1 stars

Kube Flux Mcp

A Model Context Protocol (MCP) server that empowers AI assistants (like Claude, Cursor, etc.) to seamlessly interact with both your Local GitOps Repository (Desired State) and your Live Kubernetes Cluster (Actual State).

Verified
github-topic:mcpSynced 3mo ago
Active/4mo ago/High signal
generalgeneralkubernetes
stdiodocker
1 stars

Ai Sre

🤖 AI SRE - Intelligent Site Reliability Engineering Toolbox. Lean containerized CLI toolbox for AI-powered Kubernetes cluster remediation via MCP Server API. Perfect for N8N workflow integration.

Verified
github-topic:mcp-serverSynced 3mo ago
2 tools
Active/4mo ago/High signal
data-aidata-aikubernetes
stdiodocker
1 stars

Devops Mcp Server

AI-native DevOps MCP server exposing K8s, Terraform, and AWS tools.

Verified
github-topic:mcp-serverSynced 3mo ago
264 tools
Active/3mo ago/High signal
devops-infradevops-infrakubernetes
stdiodocker
1 stars

Vmafx

VMAFX — perceptual video quality assessment. Modernized fork-evolved with SYCL/CUDA/HIP/Vulkan/Metal backends, tiny-AI models, MCP server, cloud-native (k8s/Helm) deployment. Dual-licensed BSD-3-Clause-Plus-Patent OR MIT.

Verified
github-topic:mcpSynced 3mo ago
14 tools
Active/3mo ago/High signal
generalgeneralkubernetes
stdiodocker
1 stars

mcpier

Self-hosted MCP control plane — deploy on your homelab, install from the official MCP Registry, keep API keys off your clients. Docker / K8s / npm.

Verified
github-topic:mcpSynced 3mo ago
5 tools
Active/5mo ago/High signal
devops-infradevops-infradocker
stdiodocker
1 stars

Klaus Operator

Kubernetes operator for dynamic Klaus instance management

Verified
github-topic:mcpSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneralkubernetes
stdionpx
1 stars

Devops Mcp

[WIP] Unified MCP server for DevOps engineers — query and manage Kubernetes, ArgoCD, Prometheus, and PagerDuty from any MCP-compatible AI agent.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
Active/4mo ago/High signal
devops-infradevops-infrakubernetes
stdiodocker
1 stars

Go Runtime Sandbox

Ship Go code into a Kubernetes Agent Sandbox and run it. AI-agent-friendly via the run_go_code MCP tool.

Verified
github-topic:mcpSynced 3mo ago
2 tools
Active/4mo ago/High signal
generalgeneralkubernetes
stdiosrc
1 stars

Arcana

Kubernetes-native AI platform for building, deploying, governing, and improving AI agents and ML models

Verified
github-topic:mcpSynced 3mo ago
26 tools
Active/3mo ago/High signal
generalgeneralkubernetes
stdiosrc
1 stars

Missioncontrol

Kubernetes-style control plane for AI agent fleets - persistent ACP sessions, coordination, audit ledger, governance. Rust + Postgres + S3 + Git

Verified
github-topic:mcpSynced 4mo ago
2 tools
Active/4mo ago/High signal
data-aidata-aipostgresql
stdionpx
1 stars

@notharshhaa/devops-mcp

Unified MCP server for DevOps engineers — query and manage Kubernetes, ArgoCD, Prometheus, and PagerDuty from any MCP-compatible AI agent.

VerifiedInstall Ready
github-topic:model-context-protocolSynced 3mo ago
73 tools
Active/4mo ago/High signal
devops-infradevops-infrakubernetes
stdiosrc
1 stars

Observability Hub

End-to-end platform engineering system for self-hosted Kubernetes: OpenTofu, GitOps, OpenTelemetry, eBPF networking, MCP diagnostics, HA data services, recovery, incidents, ADRs, and RCAs.

Verified
github-topic:mcp-serverSynced 4mo ago
4 tools
Active/4mo ago/High signal
devops-infradevops-infrakubernetes
stdiosrc
0 stars

Portoser

Declarative service registry, web UI, and MCP server for orchestrating Docker services across heterogeneous hosts — without full Kubernetes.

Verified
github-topic:mcpSynced 3mo ago
Active/4mo ago/Medium signal
generalgeneraldocker
stdiosrc
0 stars

K8s Mcp Go

Safe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.

Verified
github-topic:mcp-serverSynced 3mo ago
43 tools
Active/3mo ago/Medium signal
devops-infradevops-infrakubernetes
stdiodocker
0 stars

K8s Manifest Audit

MCP server: static security audit of Kubernetes manifests via kube-linter. 63 checks across 7 categories. Pay-per-event via Apify Actor Store.

Verified
github-topic:mcpSynced 3mo ago
18 tools
Active/4mo ago/Medium signal
devops-infradevops-infrakubernetes
stdionpx
0 stars

k8s-helm-mcp

k8s-helm-mcp is a secure, high-performance MCP server that enables AI systems to safely interact with Kubernetes clusters through a controlled, extensible interface. It brings intelligent automation, observability, and enterprise-grade security to Kubernetes operations.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
29 tools
Active/4mo ago/Medium signal
devops-infradevops-infrakubernetes
stdiosrc
0 stars

Notebooklm Mcp Pro

Production-grade MCP server for Google NotebookLM: stdio + Streamable HTTP transports, NotebookLM tools/resources/prompts, OpenAPI/ChatGPT actions, Claude/Cursor/VS Code integration, token/OAuth auth, Docker/K8s deploys.

Verified
github-topic:model-context-protocolSynced 4mo ago
74 tools
Active/4mo ago/Medium signal
generalgeneraldocker
stdionpm
0 stars

k8smanager-spec

macOS-native Kubernetes manager with built-in LLM assistant (Anthropic, OpenAI, OpenAI-compatible) and in-process MCP server. Swift 6 / SwiftUI. Spec-as-source-of-truth (DDD + Hexagonal + MADR ADRs). Multi-cluster, kubeconfig read-only, Helm, Prometheus, native exec/port-forward.

Verified
github-topic:model-context-protocolSynced 3mo ago
13 tools
Active/4mo ago/Medium signal
testingtestingkubernetes
stdiosrc
0 stars

Kubernetes MCP Guard

Guarded Kubernetes MCP gateway where AI agents observe, plan, and propose remediation that execute only after human approval and digest-bound verification.

Verified
github-topic:model-context-protocolSynced 3mo ago
31 tools
Active/3mo ago/Medium signal
devops-infradevops-infrakubernetes
stdiosrc
0 stars

Agentgateway Demo

Hands-on demo of agentgateway v1.2.1 on kind — LLM routing, Kubernetes MCP server, content guardrails, JWT RBAC, API key auth, and prompt enrichment. Includes all manifests and setup guide.

Verified
github-topic:mcp-serverSynced 4mo ago
2 tools
Active/4mo ago/Medium signal
developmentdevelopmentkubernetes
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