{"id":"tke-mcp-server","name":"tke-mcp-server","homepage":"https://pypi.org/project/tke-mcp-server/","repo_url":null,"category":"infrastructure","subcategories":[],"tags":["mcp","agent-tools","devops","kubernetes","tool-calling","infrastructure"],"what_it_does":"tke-mcp-server appears to be an MCP (Model Context Protocol) server package intended to expose some “tke” functionality (likely related to Kubernetes/TKE tooling) to AI agents via MCP transport.","use_cases":["Connect an LLM-powered agent to tke-related operations via MCP tools","Automate operational workflows (e.g., query/act on cluster/resources) with agent-invoked tool calls","Build agent-assisted admin/DevOps tooling using MCP tool interfaces"],"not_for":["Direct end-user consumption of a UI/API; it is an agent integration component","Production systems that require strong, documented security and operational guarantees without additional review","Environments where outbound connectivity for MCP server hosting is restricted without validation"],"best_when":"You want to integrate cluster/ops automation capabilities into an agent through MCP and can deploy/host the MCP server in a controlled environment.","avoid_when":"You cannot validate the server’s authentication model, tool input validation, and error behavior; or you require a documented stable public REST/SDK interface instead of MCP.","alternatives":["MCP servers from other vendors/projects with stronger documented auth/error semantics","Direct REST APIs / Kubernetes APIs integrated via a purpose-built wrapper","Agent frameworks that support tool-calling directly against well-documented APIs (OpenAPI/SDK)"],"af_score":32.5,"security_score":29.0,"reliability_score":18.8,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:41:42.595916+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":"Authentication/authorization details are not provided in the supplied information. Treat as unknown until reviewed in the repository/package manifest and server configuration."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information provided; MCP servers/tooling are typically self-hosted, but this cannot be confirmed without repository/package details."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.5,"security_score":29.0,"reliability_score":18.8,"mcp_server_quality":55.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":20.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"Security posture cannot be validated from the provided data. Assume unknown auth/TLS/tool permissioning until confirmed in the code/docs. As an MCP server that likely interfaces with infrastructure, it should enforce TLS, strong auth, least-privilege, and rigorous input validation to prevent prompt injection/tool misuse.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool servers may expose powerful operational capabilities; agents should be constrained with least-privilege credentials.","If tool schemas are incomplete or vague, agents may send malformed inputs causing failures or unintended operations.","Without explicit idempotency guarantees, retries on network/timeouts can repeat side effects."]}}