Best Kubernetes Tools & Frameworks

Kong is a cloud-native API, LLM, and MCP gateway with high performance and extensible plugins.

Dynamic service discovery, configuration management, and service management platform for cloud-native AI applications.

AgentScope 2.0: production-ready agent framework for building, testing, and deploying AI agents with observability and M

OpenMetadata is the open platform for trusted data context, business semantics, and metadata management for AI assistant

Secure, fast, extensible sandbox runtime for AI agents with Docker/K8s support.

eBPF-powered Kubernetes network observability with TLS decryption, MCP integration for AI agents.

Open-source API and AI gateway supporting REST, GraphQL, gRPC, TCP and MCP with auth, rate limiting and analytics.

Turn text & real sources into maintainable .drawio architecture models with incremental sync, MCP server, and CI testing

Enterprise-grade agentic workflow platform for building production-ready SuperAgents with MCP and RPA integration.

High-performance open-source AI gateway unifying 23+ LLM providers with failover, load balancing, and MCP support.

Self-hosted, open-source agent skill registry for enterprises with RBAC, audit logs, and on-premise deployment.

Open-source enterprise AI platform with MCP registry, gateway, orchestrator, guardrails, and observability.

Bulk port forwarding Kubernetes services to localhost with unique IPs, TUI, and MCP support.

Self-hostable workflow orchestrator with declarative YAML, single binary, no database, MCP support.

Open-source Kubernetes UI with built-in MCP server for AI agents to inspect, debug, and operate clusters.

Lightweight Kubernetes dashboard with multi-cluster management, RBAC, audit logs, and AI agents.

Fulling is an AI-powered full-stack engineer agent with persistent workspaces, Kubernetes credential boundary, and Next.

Unla is a lightweight MCP gateway that converts existing APIs and MCP servers into MCP endpoints with zero code changes.

Self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes with REST, CLI, and MCP.