{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:35:49.672Z","software":{"slug":"Flux159/mcp-server-kubernetes","name":"mcp-server-kubernetes","source":"https://github.com/Flux159/mcp-server-kubernetes","tagline":"MCP Server for kubernetes management commands","summary":"Provisional external discovery candidate. MCP Server for kubernetes management commands","topics":["infrastructure","kubernetes","mcp","server"]},"decision":{"fitScore":62,"verdict":"NICHE","analysisState":"ANALYZED","whatItDoes":"MCP Server for kubernetes management commands","whyFound":"CLOUDM0N matched this repository through its capability signals: infrastructure, kubernetes, mcp, server.","bestFor":"Agents and teams that specifically need the capability provided by mcp-server-kubernetes.","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":65,"commitSha":"1ece64e6a9a52b62c9d1ac39e38331a357f89666","scannedAt":"2026-08-30T02:57:15.183Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"1ece64e6a9a52b62c9d1ac39e38331a357f89666","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["infrastructure","kubernetes","mcp","server"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"skyhook-io/radar","name":"radar","fitScore":58,"verdict":"NICHE","security":{"status":"REVIEW","score":40},"focus":"Radar is an open-source Kubernetes visibility platform that gives you topology maps, service traffic visualization, event timelines, and Helm chart management — all in one clean dashboard. If you're tired of jumping between kubectl commands and scattered tools just to understand what's running in your cluster, Radar is your all-in-one command center. Built by the team at Skyhook.io, it turns complex cluster chaos into something you can actually see and navigate."},{"slug":"IBM/mcp-context-forge","name":"mcp-context-forge","fitScore":18,"verdict":"SKIP","security":{"status":"FAIL","score":0},"focus":"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."},{"slug":"SigNoz/signoz","name":"signoz","fitScore":62,"verdict":"NICHE","security":{"status":"REVIEW","score":90},"focus":"SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}