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MCP servers tagged platform-engineering
56 live MCP servers tagged "platform-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with platform-engineering.
Scc
Governed runtime for AI coding agents with container sandboxes, network controls, and team-managed configuration.
Openchoreo
OpenChoreo is an internal developer platform for Kubernetes
Formae
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…
Awesome Kubernetes
A curated list of awesome references collected since 2018.
Ssh Wingman
MCP Server for providing read only access to your shell prompt
Bex
The open-source Render alternative — AI-native. Git push → build → deploy on your own infrastructure; agents are first-class users.
AI Platform Engineering
CAIPE is an open-source AI platform for building, deploying, governing, and operating AI agents and agentic workflows for platform engineering and beyond.
Platform Skills
A platform engineering handbook covering Kubernetes, OpenShift, Argo CD, Flux CD, AWS, Azure, Terraform, and GitHub Actions — with an optional Claude plugin layer for interactive…
Meshploy
The connectivity and runtime platform for your apps: public and private routing across all your machines. Self-hosted, on a WireGuard mesh, with an MCP server for AI agents.
Agentic Engineering For Apache Kafka
AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ
Awesome Agentic Devops
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit eviden…
Awesome X Ops
A curated map of modern X-Ops: AI Ops, LLM/Agent Observability, Platform Engineering, GitOps, DataOps, FinOps, DevSecOps, and production-grade open-source operations tooling.面向现代…
Awesome Devops AI
A curated list of 474 AI tools, agents, MCP servers, and resources for DevOps, SRE, and Platform Engineering — updated July 2026
Faros
Faros: Your operating system for platforms
nimbus-agent/Nimbus
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Backstage Platform Template
A production-ready Internal Developer Platform in a single git clone — Backstage, ArgoCD, Crossplane, EKS, 63 golden-path templates. Running locally in 30 minutes.
Project Calm Forge
intent as code
Openconductor
🚀 The definitive enterprise platform engineering automation platform with killer AIOps intelligence. Trinity AI agents provide 12-minute predictions and 30-second root cause analy…
AI Runtime Platform
AI Infrastructure OS execution plane: OpenAI-compatible gateway, MCP tool governance, intent proxy, vLLM/KServe/KEDA, OIDC, Redis and telemetry.
Devops AI Implementation Ideas
A collection of practical, implementation-focused ideas showing how AI can be integrated into DevOps, Platform Engineering, Cloud, CI/CD, SRE, Security, and Infrastructure workflo…
Yaagents
Governed REST APIs for production AI agents — Agentic REST Profile, Gateway, and SDKs.
Open Horizons Platform Legacy
Open Horizons — open-source accelerator for building Agentic DevOps Platforms on Backstage, Azure AKS, and GitHub. Public, forkable reference implementation.
Openlander
MCP-native deployment control plane for coding agents.
Comfyui On Openshift
Stock ComfyUI for a whole team on one scale-to-zero GPU pool — cluster SSO, fair queueing, VRAM-tier routing, per-user showback with FOCUS chargeback, and GPU workers unreachable…
Concord
An open-source AI-native platform that connects your existing DevSecOps tools through intelligent MCP agents — turning fragmented signals into instant root cause, fixes, and compl…
Apex FDE Matrix
Autonomous Infrastructure Knowledge Graph & Multi-Agent SRE Control Plane for Forward Deployed Engineers
TypeFerence
A typed coherence layer for portable organizational AI agents.
Agnostic Multicloud Delivery Framework
Transform any Kubernetes CRD into type-safe KCL schemas and developer-friendly blueprints with CLI and AI integration
Opsgate
The safety gate between AI agents and your servers. An MCP server for structured, policy-checked, audited infrastructure operations.
Tool Card Spec
MCP Tool Cards v0.1 draft. Per-tool disclosure documents for Model Context Protocol servers: input/output schema, side-effect classification, tested-LLM matrix, latency, cost, aud…
Aura Tracker Gcp
The self-hosted GCP intelligence engine that explains architecture, investigates failures, and predicts change blast radius—with every conclusion tied to inspectable evidence.
Realm9 AI Agent
Multi-layer AI agent system for intelligent infrastructure management. Features AI Terraform code editor with BYOK (Bring Your Own Key), Model Context Protocol (MCP) server with…
N8n MCP Demo
Cross-platform n8n workflow automation integrated with Model Context Protocol (MCP) using Docker
Bailment
A provisioning broker that hands AI agents capabilities instead of credentials, on time-boxed leases that clean up after themselves. MCP + Open Service Broker API.
Rubentxu
Building AI developer tools in Rust 🦀 | MCP servers • Agentic CI/CD • Code Intelligence • Hodei Platform
Developer Portal
MCP server wrapping Backstage — query service catalog, fetch TechDocs, and scaffold services via AI agents
AI Infra Control Plane
AI Infrastructure OS control plane for governed private AI: policy, identity, audit, intent, MCP, FinOps, SLOs, Redis, Prometheus and OIDC on Kubernetes.
DeployLite
AI-native, self-hosted deployment platform for secure Docker, multi-service apps, and AI-assisted infrastructure operations.
Forge AI Platform
An AI-native internal application platform (internal PaaS) — system design + control-plane reference implementation. Spring Boot · Kubernetes · GitOps · AI agents.
Rewrite Claude Assisted
Multi-agent system that turns a single PR example into a deterministic OpenRewrite refactoring recipe. Custom MCP server, RAG-backed recipe search, deterministic precision/recall…
AI Kubernetes API Generator Demo
Demo: natural language to Kubernetes CRD + OpenAPI 3.0 spec via OpenRouter LLM, applied to a kind cluster for testing.
K8s Agent Secrets Hardening
Which Kubernetes controls actually protect an agent's LLM credential. RBAC, restricted Pod Security and token automount all on, and one file read still yields the key.
Gateway Ops MCP
AI-native operations platform for payment gateways with governed execution, semantic routing, and resilient orchestration.
AI Tradeops Control Plane Case
Sanitized black-box production case covering AI-assisted TradeOps, algorithmic trading systems, MCP integration boundaries and platform reliability.
Cloud Finops AI Agents
Production-grade Cloud FinOps AI control plane that continuously monitors cloud spend, detects cost anomalies, generates optimization actions, and enforces governance policies acr…
Bluetemberg
AI coding standards shipped like a dependency. Version-locked, integrity-verified, signed, and routed by role and stack version. Emits AGENTS.md, Cursor rules, and more.
Forgevena
Enterprise developer platform for governed project delivery, AI integrations, and release engineering.
akkireddy-challa/k8s-mcp-server
inspect pods, deployments, services, and logs via AI agents.
Architecture Intelligence Platform
Trusted architecture context for AI agents: an evidence-backed architecture graph from OpenAPI, AsyncAPI and OpenTelemetry, served over MCP.
Platform Engineering MCP
Production-grade DevOps MCP server with Kubernetes diagnostics, pod analysis, logs, and AI-assisted platform engineering workflows.