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Infra2026-08-09 · source-backed
2,761 stars, Apache-2.0, Go, pushed August 9. It describes itself as the missing open-source Kubernetes UI with a built-in MCP server, surfacing what's broken, why, and what changed across kubectl, Helm, ArgoCD, and FluxCD. The packaging choice is what I'd copy: rather than publishing a standalone kubernetes-mcp binary that agents point at, the MCP surface ships inside the dashboard, so the human UI and the agent interface read the same cluster state through one process. No drift between what you see and what the agent sees. Expect more infra tools to follow.
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Claude Code uses MCP / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover Apache, August, MCP; reported by the same outlet (github.com).
Codex CLI uses MCP / Shared entities / Same source domain / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Codex CLI uses MCP); both cover Apache, MCP; reported by the same outlet (github.com).
Claude Code uses MCP / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover Apache, Kubernetes, MCP; overlapping topics (between, server).
Claude Code uses MCP / Shared entities / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover Apache, MCP; reported by the same outlet (github.com).
Claude uses MCP / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Claude uses MCP); both cover August, MCP; overlapping topics (agent, server).
Claude Code uses MCP / Shared entity: August / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover August; reported by the same outlet (github.com).
Pydantic AI supports MCP / Shared entity: MCP / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Pydantic AI supports MCP); both cover MCP; reported by the same outlet (github.com).
Claude Code uses MCP / Shared entity: Apache / Same source domain / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses MCP); both cover Apache; reported by the same outlet (github.com).