{"id":"idebeijer-kube-mcp-server","name":"kube-mcp-server","homepage":null,"repo_url":"https://github.com/idebeijer/kube-mcp-server","category":"infrastructure","subcategories":[],"tags":["kubernetes","mcp","agent-tools","go","infrastructure","devtools"],"what_it_does":"A Go-based MCP server intended to expose Kubernetes cluster capabilities to an AI agent via the Model Context Protocol (MCP).","use_cases":["Let an AI agent inspect Kubernetes cluster state (e.g., resources, workloads)","Enable agent-driven operational tasks that require Kubernetes context","Provide a standardized tool interface for Kubernetes operations in agent workflows"],"not_for":["Direct internet-facing control-plane automation without strong access controls","Use in environments where exposing cluster operations to an agent is not permitted","Handling of non-Kubernetes infrastructure tasks"],"best_when":"You have an MCP-capable agent/runtime and want a consistent, tool-based bridge from agent to Kubernetes (typically alongside Kubernetes RBAC).","avoid_when":"You cannot enforce Kubernetes RBAC/least-privilege or you need strictly audited, human-approved operational workflows for changes.","alternatives":["Using direct Kubernetes API/`kubectl` from your own automation (custom tool wrappers)","Building an internal REST/GraphQL API around Kubernetes with strict auth/auditing","Existing Kubernetes-focused agent toolkits (where available)","Generic Kubernetes observability APIs (metrics/logs) rather than control-plane operations"],"af_score":26.0,"security_score":42.8,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:52:14.320550+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the supplied data. For Kubernetes-backed tools, effective security typically relies on kubeconfig/cluster credentials and Kubernetes RBAC, but this cannot be confirmed from the provided material."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source repo under MIT license per provided metadata; no pricing info provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":26.0,"security_score":42.8,"reliability_score":25.0,"mcp_server_quality":35.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":35.0,"scope_granularity":40.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"The supplied data does not include implementation details. For MCP-to-Kubernetes bridges, main risks are credential handling and overly broad Kubernetes RBAC. TLS and secret-handling cannot be verified from provided metadata alone.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Kubernetes operations are highly privilege-dependent; ensure least-privilege RBAC before enabling agent tool use","Be careful about destructive actions (delete/scale/patch) and implement confirmation/auditing in the agent workflow","Without clear tool contracts, an agent may call tools with wrong parameters—validate inputs at the MCP layer if available"]}}