{"repo":"kubeflow/mcp-server","free":true,"listed":false,"github":"https://github.com/kubeflow/mcp-server","clone":"git clone https://github.com/kubeflow/mcp-server.git","description":"MCP Server for AI-Assisted Development with Kubeflow Tools","language":"Python","stars":38,"topics":[],"license":"Apache-2.0","category":"mcp-servers","readme_excerpt":"Kubeflow MCP Server Proposal: KEP-936 · ROADMAP · SECURITY · CONTRIBUTING Overview The Kubeflow MCP Server exposes Kubeflow Training operations as Model Context Protocol tools, enabling AI agents (Claude, Cursor, Claude Code, or any custom agents etc.) to plan, submit, monitor, and manage training jobs through natural language — without users needing to learn Kubernetes or the Kubeflow SDK directly. Benefits - Agent-Native : Tools auto-discovered via MCP — no manual API wiring - Guided Workflow : Phase ordering with next-step hints (Plan → Discover → Train → Monitor) - Preview-Before-Submit : Every mutating operation requires explicit confirmation - Security-First : Persona gating, namespace enforcement, input validation, bearer/JWT auth - Multi-Platform : Auto-detects OpenShift, EKS, GKE with platform-specific guidance - Token-Efficient : Progressive/semantic modes compress 23 tools into 2-3 meta-tools - Extensible : Plugin architecture for additional Kubeflow clients (TODO: optimizer, hub) Demo Get Started Install from source Run the server Once published to PyPI, install with pip install kubeflow-mcp . Run with Docker Pre-built multi-arch images are published to GHCR on every release: The server listens on http://localhost:8000/mcp . Container and Kubernetes probes are available without MCP authentication: /ready returns 200 only when both clients ready and resources ready are true. It does not contact Kubernetes or other APIs, so it is not a live dependency check. A missi","default_branch":null,"files":null,"tree":[],"storefront":"/r/kubeflow","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kubeflow/mcp-server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}