Feat: Implement Chat Interface with MCP-Server for Kubernetes Intelligent

[elliotxx]

What would you like to be added?

Add an intuitive chat interface on the Karpor homepage that leverages MCP (Model Context Protocol) to interact with Karpor Storage for Kubernetes Intelligent.

Why is this needed?

This feature will provide users with a natural language interface to understand and manage their Kubernetes clusters and resources. The chat interface will:

• Connect to MCP Server for standardized AI interactions
• Integrate with Karpor Storage for comprehensive cluster data access
• Support natural language queries about cluster status and resources
• Provide real-time cluster insights and recommendations

Benefits:

• Simplified cluster insight through natural language
• Implementing MCP server to achieve standard communication with LLM
• Better understanding of cluster state through interactive queries
• Streamlined troubleshooting with intelligent assistance
• Enhanced user experience for both novice and expert users

Architecture:

References:

• Claude 的 MCP (模型上下文协议）有啥用？
• MCP Github Repo
• 一个 MCP Server 实现参考 - mcp-server-chatsum

[rajp152k]

inserting refs: https://github.com/metoro-io/mcp-golang
am interested in collaborating over this

[elliotxx]

@rajp152k Yeahh, recently I have also paid attention to mcp-golang in this article, and I have high hopes for what this Issue can do. In fact, I am currently developing other features of v0.6.0 and cannot escape from it temporarily.
If you are interested in this Issue, it's cool, but I am happy to hand over it to the brother of the community!

[elliotxx]

And if you need the front-end development, another guy can help @hai-tian

[rajp152k]

I see, I am also building up my knowledge of karpor and the kusion ecosystem because I would like to better grasp the big picture..

definitely see you in multiple issues here and there..

as for this issue, I'm investing effort and will keep you guys posted.

[elliotxx]

@rajp152k OK, please feel free to harass me. I'd be happy to participate in the discussion of mcp. If you have any questions about kusion, you can also at @ffforest

[rajp152k]

created #675