Kubeflow MCP Server Proposal

[Andrey Velichkevich]

Hi Folks,

We’re planning to discuss a proposal for the Kubeflow MCP Server during today’s community call at 8:00 AM PST. The proposal aims to enable exposing tools to AI agents, allowing them to interact with Kubeflow APIs and perform end-to-end LLMOps. If you’re interested, we’d love for you to join us and share your thoughts.

Meeting Notes: https://docs.google.com/document/d/1Wdxt1xedAj7qF_Rjmxy1R0NRdfv7UWs-r2PItewxHpE/edit?tab=t.0#heading=h.be5lffoyoigu

Proposal: https://github.com/kubeflow/community/pull/937

Regards,

Andrey

[Shekhar Rajak]

Hello team and Andrey, 

I have the same excitement - integrating an MCP server into Kubeflow could be a game-changer for the entire ecosystem. (I was about to add this idea when we were brainstorming for GSoC idea)

Users can seamlessly plug in a deployed MCP server directly into their IDEs like Cursor, IntelliJ, Claude, Windsurf, or any AI coding assistant: debugging errors, streaming logs, and building new ML apps would become effortless and intuitive.

It's a massive accelerator for Kubeflow adoption across the full ML lifecycle, empowering data scientists, MLOps engineers, and developers in every role to iterate faster and scale smarter.

+1 on this idea! I'd love to stay connected, collaborate on designing a rock-solid foundation, and contribute hands-on to make MCP a cornerstone of Kubeflow.

Regards,

Shekhar Prasad Rajak,

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[Kevin Hannon]

I meant to attend but you could consider contributing a toolset to https://github.com/containers/kubernetes-mcp-server?tab=readme-ov-file#%EF%B8%8F-tools-and-functionalities-

To view this discussion visit https://groups.google.com/d/msgid/kubeflow-discuss/1102447341.1295695.1771949498675%40mail.yahoo.com.

[Andrey Velichkevich]

Kevin, this is a great idea, we can definitely explore how to integrate our Kubeflow MCP tools into this project!

Regards,

Andrey

[Andrey Velichkevich]

Hi Kubeflow Community,

Thanks everyone who joined today’s discussion on the Kubeflow MCP Server 🚀
If you couldn’t attend, the recording is available here: https://youtu.be/YsVQVxGYah4

We will be taking a deeper dive into the proposal tomorrow during the Kubeflow SDK & ML Experience call. Feel free to join us at 8:00am PST Wednesday. 
Meeting Notes: https://docs.google.com/document/d/1jH2WAX2ePxOfI4JuiVK9nPlesDMiyg67xzLwhpR7wTQ/edit?tab=t.0#heading=h.hh6yv1baia1i