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Introducing Kubeflow MCP: An Agent Interface for Cloud Native AI at Scale

Kubeflow Blog · published 10 August 2026

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https://modelcontextprotocol.io/

modelcontextprotocol.io

https://blog.kubeflow.org/sdk/intro/

blog.kubeflow.org

https://github.com/kubeflow/mcp-server/blob/main/SECURITY.md

github.com

https://github.com/kubeflow/trainer

github.com

https://github.com/modelcontextprotocol/inspector

github.com

https://github.com/kubeflow/mcp-server/blob/main/ROADMAP.md

github.com

https://github.com/kubeflow/mcp-server

github.com

https://github.com/kubeflow/mcp-server/blob/main/README.md

github.com

https://cloud-native.slack.com/archives/C08KJBVDH5H

cloud-native.slack.com

https://bit.ly/kf-ml-experience

bit.ly

https://github.com/kubeflow/mcp-server/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22

github.com

https://ossindia2026.sched.com/event/2KNF7/hey-ai-train-llama-making-kubeflow-agent-native-with-mcp-akash-jaiswal-oracle-abhijeet-dhumal-red-hat

ossindia2026.sched.com

https://youtu.be/cZ2BP5hQjc8

youtu.be

https://www.kubeflow.org/

kubeflow.org