kubeflow / kubeflow/mcp-server
[Discuss]: Updating the Kubeflow MCP Server to MCP 2026-07-28 spec
Open
area/core
- Dominant language
- Python
- Stars
- 44
- Forks
- 54
- Avg merge
- 2d 18h
- Merged PRs (30d)
- 29
Description
We have got new update for MCP Spec https://blog.modelcontextprotocol.io/posts/2026-07-28-release-candidate/.
This issue is for planning and discussing the upgrade for this server.
Related blog for migrating k8s MCP server: https://www.calummurray.dev/blog/upgrading-k8s-mcp-to-mcp-2026-07-28
/area core
Contributor guide
Research direction
Start by reading the MCP 2026-07-28 release candidate and the linked migration blog for the Kubernetes MCP server. Then inspect the current Kubeflow MCP server implementation to identify affected protocol areas. Done means the upgrade scope, compatibility requirements, and implementation plan are agreed in this issue.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- backend-api-design
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Active
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100