The KubeSphere MCP Server is a Model Context Protocol (MCP) server that provides integration with KubeSphere APIs to retrieve resources from a KubeSphere cluster. It is organized into four tool modules: Workspace Management, Cluster Management, User and Roles, and Extensions Center, enabling modular MCP operations for different resource areas. Prerequisites include a running KubeSphere cluster and a KSConfig file (formatted similarly to kubeconfig) containing HTTP connector information. The KSConfig supports a default context named kubesphere, which can be modified via the KUBESPHERE_CONTEXT environment variable. The server can be built with Go (go build -o ks-mcp-server cmd/main.go) or downloaded from GitHub releases and placed in your PATH. The README also shows configuring MCP usage in AI assistants (Claude Desktop and Cursor) by providing the ksconfig path and KubeSphere address via --ksconfig and --ks-apiserver. The server supports HTTPS addresses and provides an HTTP override workflow via --ks-apiserver. This MCP server targets developers, administrators, and AI integrators who need programmatic access to KubeSphere resources through MCP.