{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kru28y2rtdwg","handle":"talkops-argo-rollout-mcp-server","url":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server","links":{"self":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server/record.json","html":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server","markdown":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/talkops-argo-rollout-mcp-server","status":"https://wellknown.network/api/v1/agents/talkops-argo-rollout-mcp-server/status","claim":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server/claim.json","badge":"https://wellknown.network/agents/talkops-argo-rollout-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/talkops-argo-rollout-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/talkops-argo-rollout-mcp-server/tools"},"ard":{"identifier":"urn:air::server:talkops-argo-rollout-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"talkops-argo-rollout-mcp-server","summary":"A Model Context Protocol (MCP) server for Argo Rollouts progressive delivery — canary, blue-green, and rolling update strategies.","description":"<p align=\"center\">\n  <img src=\"https://argo-cd.readthedocs.io/en/stable/assets/logo.png\" alt=\"Argo Rollout MCP Server\" width=\"140\"/>\n</p>\n\n<h1 align=\"center\">Argo Rollout MCP Server</h1>\n\n<p align=\"center\">\n  An MCP server that gives AI assistants full control over Kubernetes progressive delivery — from scaling deployments to orchestrating canary network traffic.\n</p>\n\n<p align=\"center\">\n  <a href=\"https://github.com/talkops-ai/talkops-mcp/blob/main/LICENSE\"><img src=\"https://img.shields.io/badge/License-Apache%202.0-blue.svg?style=flat-square\" alt=\"License\"/></a>\n  <a href=\"https://www.python.org/\"><img src=\"https://img.shields.io/badge/Python-3.10%2B-3776AB.svg?style=flat-square&logo=python&logoColor=white\" alt=\"Python 3.10+\"/></a>\n  <a href=\"https://modelcontextprotocol.io/\"><img src=\"https://img.shields.io/badge/MCP-Model%20Context%20Protocol-4A90D9.svg?style=flat-square\" alt=\"MCP\"/></a>\n  <a href=\"https://argoproj.github.io/argo-rollouts/\"><img src=\"https://img.shields.io/badge/Argo%20Rollouts-v1.6-EF7B4D.svg?style=flat-square&logo=argo&logoColor=white\" alt=\"Argo Rollouts\"/></a>\n  <a href=\"https://discord.gg/tSN2Qn9uM8\"><img src=\"https://img.shields.io/badge/Discord-Join%20Us-5865F2.svg?style=flat-square&logo=discord&logoColor=white\" alt=\"Discord\"/></a>\n</p>\n\n<p align=\"center\">\n  <a href=\"#getting-started\">Quick Start</a> · <a href=\"docs/workflow-docs/WORKFLOW_JOURNEYS.md\">User Guide</a> · <a href=\"https://github.com/talkops-ai/talkops-mcp/issues/new?template=bug_report.md\">Report Bug</a> · <a href=\"https://github.com/talkops-ai/talkops-mcp/issues/new?template=feature_request.md\">Request Feature</a>\n</p>\n\n---\n\n## Why Argo Rollout MCP Server?\n\n**The problem.** Moving from standard Kubernetes Deployments to progressive delivery is painful. You have to write massive Rollout YAML files, duplicate your services, and set up complex Prometheus queries just to make sure a deployment doesn't crash your system. 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