{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_y2pmwruy49pp","handle":"mcp-prod-readiness","url":"https://wellknown.network/agents/mcp-prod-readiness","links":{"self":"https://wellknown.network/agents/mcp-prod-readiness/record.json","html":"https://wellknown.network/agents/mcp-prod-readiness","markdown":"https://wellknown.network/agents/mcp-prod-readiness/record.md","api":"https://wellknown.network/api/v1/agents/mcp-prod-readiness","status":"https://wellknown.network/api/v1/agents/mcp-prod-readiness/status","claim":"https://wellknown.network/agents/mcp-prod-readiness/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-prod-readiness/claim.json","badge":"https://wellknown.network/agents/mcp-prod-readiness/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-prod-readiness/history","tools":"https://wellknown.network/api/v1/agents/mcp-prod-readiness/tools"},"ard":{"identifier":"urn:air::server:mcp-prod-readiness","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-prod-readiness","summary":"Kubernetes production-readiness auditor, exposed as an MCP server and CLI.","description":"# mcp-prod-readiness\n\nKubernetes production-readiness auditor — MCP server + CLI.\n\n**Status:** **v1.0.0 — production-ready**. 10 checks, dual CLI+MCP surface, LLM-agnostic, kind+EKS+GKE+AKS validated, Helm chart + GitHub Action + cosign-signed images shipped.\n\n## Install\n\n```bash\n# Ephemeral:\nuvx mcp-prod-readiness list-checks\n\n# Persistent:\npip install mcp-prod-readiness\n```\n\n## Quickstart — CLI\n\n```bash\nprod-readiness audit --namespace default --format md\n```\n\n## Compare two reports\n\n```bash\nprod-readiness audit --output yesterday.json --format json\n# ... time passes ...\nprod-readiness audit --output today.json --format json\nprod-readiness diff yesterday.json today.json\n```\n\n## Ask for a deeper explanation\n\n```bash\nprod-readiness explain resilience.pdb-exists default/Deployment/api\n```\n\n## Quickstart — Claude Code / Desktop\n\n```json\n{\n  \"mcpServers\": {\n    \"prod-readiness\": {\n      \"command\": \"uvx\",\n      \"args\": [\"mcp-prod-readiness\", \"serve-mcp\"]\n    }\n  }\n}\n```\n\n## LLM configuration\n\nAny provider, any base URL, or fully offline:\n\n```bash\n# Anthropic\nexport PROD_READINESS_LLM_PROVIDER=anthropic/claude-sonnet-4-6\nexport PROD_READINESS_LLM_API_KEY=sk-ant-...\n\n# Local Ollama (auto-detected if unconfigured)\nexport PROD_READINESS_LLM_PROVIDER=ollama/qwen2.5:7b\nexport PROD_READINESS_LLM_BASE_URL=http://localhost:11434\n\n# Offline\nexport PROD_READINESS_OFFLINE=1\n```\n\n## Design and plans\n\n- Spec: [`docs/superpowers/specs/2026-04-20-mcp-prod-readiness-design.md`](docs/superpowers/specs/2026-04-20-mcp-prod-readiness-design.md)\n- Plan 1 (this release): [`docs/superpowers/plans/2026-04-20-mcp-prod-readiness-plan-1-walking-skeleton.md`](docs/superpowers/plans/2026-04-20-mcp-prod-readiness-plan-1-walking-skeleton.md)","publisher":null,"homepage":"https://github.com/vellankikoti/mcp-prod-readiness","repository":"https://github.com/vellankikoti/mcp-prod-readiness","version":"1.0.1","license":"Apache-2.0","protocols":["mcp"],"tags":["audit","kubernetes","mcp","production-readiness","sre"],"pricing":null,"endpoints":[{"url":"pypi:mcp-prod-readiness","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.768,"provenance":"derived"}],"categories":["analytics","infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"mcp-prod-readiness","registry":"pypi","observedAt":"2026-10-28T12:23:04.017Z","publishedAt":"2026-04-21T03:41:21.083164Z","latestVersion":"1.0.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-prod-readiness","url":"https://pypi.org/project/mcp-prod-readiness/","firstSeenAt":"2026-09-10T03:18:47.664Z","fetchedAt":"2026-10-28T12:22:08.489Z","normalizedAt":"2026-10-28T12:22:08.489Z"}]},"firstSeenAt":"2026-09-10T03:18:47.664Z","updatedAt":"2026-10-28T12:23:04.017Z"}