智能体工作流

runpod-mcp

runpod/runpod-p…official

Manage Runpod infrastructure through the connected Runpod MCP server's tool calls (pods, serverless endpoints and jobs, templates, network volumes, registry credentials, secrets, clusters, the GPU/CPU catalog, and billing), and connect the server when it is missing (hosted or local npx). Load it before the first Runpod MCP tool call of a request: it routes the task to the journey skill that carries the procedure, owns the answer contract and the rules on which resources you may change, and defers to runpodctl for the terminal, file transfer, and SSH setup; template project and Hub listing authoring routes to runpod-build-template.

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安装命令

npx skills add https://github.com/runpod/runpod-plugins-official --skill runpod-mcp

SKILL.md

Runpod MCP

The Runpod MCP server exposes Runpod's control plane as structured tool calls, so an MCP-capable agent can manage infrastructure without shelling out. It is the same Runpod REST API that runpodctl uses. Pick MCP when its tools are connected (typed params, structured errors, no shell quoting).

This skill does three things: it connects the server, routes each request to the journey skill that carries its procedure (Route by intent), and owns the answer contract below, which every reply follows.

For a multi-step job, read the worked example before calling tools. Tool calls are easy to issue and easy to issue in the wrong order. The verified end-to-end sequences live in runpod/golden-paths/README.md (image → template → endpoint, pod → volume → serverless, multi-region, autoscaling, monitoring). The journey skills cover procedure within one journey; the paths cover what order to do a whole job in.

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