# Kubeflow MCP Server

> Use this tool when you need to manage and optimize distributed AI training jobs on Kubernetes using natural language commands. The Kubeflow MCP Server solves problems related to workflow automation, large language model fine-tuning, and workload monitoring, accepting natural language inputs and generating outputs in the form of managed training jobs and workload reports. It is ideal for use cases where AI assistants require seamless integration with Kubeflow Training on Kubernetes.

Canonical page: https://skillsregistry.net/skills/abhijeet-dhumal-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/abhijeet-dhumal-mcp-server

## Description

AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to manage distributed training jobs, fine-tune LLMs, and monitor workloads on Kubernetes through natural language.

## Trust

- **Trust score (0–1):** 0.63
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ggb2t5xic5)
- **Repository:** <https://github.com/abhijeet-dhumal/mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "abhijeet-dhumal-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/abhijeet-dhumal-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/abhijeet-dhumal-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt