{"id":"mayukhsobo-k8s-mcp-server","name":"k8s-mcp-server","homepage":null,"repo_url":"https://github.com/MayukhSobo/k8s-mcp-server","category":"infrastructure","subcategories":[],"tags":["kubernetes","mcp","go","logs","observability","automation","infrastructure"],"what_it_does":"Provides a Kubernetes-focused Model Context Protocol (MCP) server that exposes operations for managing Kubernetes resources and retrieving/searching/exporting pod logs via HTTP endpoints.","use_cases":["Interactive Kubernetes resource management via an MCP-capable agent","Automated inspection of pods/services/deployments/namespaces","Retrieval and analysis of pod logs (including pattern search)","Exporting logs in multiple formats for downstream processing (JSON/CSV/NDJSON/plaintext)"],"not_for":["Production-grade secure multi-tenant access without additional hardening","Use cases requiring fine-grained audit trails or RBAC/authorization guarantees beyond cluster permissions","Environments that cannot provide Kubernetes cluster credentials/config to the server process"],"best_when":"Used in a trusted environment where the operator controls cluster access (e.g., internal tooling) and wants an agent-friendly interface for Kubernetes and log workflows.","avoid_when":"Avoid exposing the server to untrusted networks/tenants or running it without authentication/authorization controls in front of it; avoid if you need strong operational guarantees (SLA, documented rate limits, idempotency/retry semantics) from the published docs.","alternatives":["Direct Kubernetes API access via kubectl or client libraries","Other MCP servers or agent tools specialized for Kubernetes (kubectl-based agents)","Logging/observability stacks (e.g., Loki/ELK) with dedicated APIs for log search/export"],"af_score":31.8,"security_score":20.5,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:51:03.660951+00:00","interface":{"has_rest_api":true,"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":["None documented in provided README (implied cluster access via kubectl/kubeconfig)"],"oauth":false,"scopes":false,"notes":"No authentication/authorization mechanism is described in the provided README for the HTTP endpoints. Access controls likely rely on Kubernetes credentials/config and whatever network perimeter you deploy behind, but this is not documented."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":null},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.8,"security_score":20.5,"reliability_score":20.0,"mcp_server_quality":40.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":10.0,"scope_granularity":10.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"TLS enforcement and endpoint authentication/authorization are not documented in the provided README. The service likely uses Kubernetes credentials via kubectl/kubeconfig; ensure those credentials are protected and that the server is not exposed publicly without an auth proxy. Logging endpoints may expose sensitive data from cluster workloads; treat exported logs as sensitive.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["CRUD endpoints may have side effects; without documented idempotency semantics, agents should be cautious to avoid duplicate creates/deletes on retries.","Log search/export endpoints can be expensive; lack of documented rate limiting and pagination makes it harder for an agent to chunk requests safely.","Cluster access depends on kubectl/kubeconfig; agents running outside the same trust boundary may not be able to authenticate to Kubernetes through this server."]}}