# ![ModelScope logo](https://models.dev/logos/modelscope.svg)ModelScope

Access 7 ModelScope models through Mastra's model router. Authentication is handled automatically using the `MODELSCOPE_API_KEY` environment variable.

Learn more in the [ModelScope documentation](https://modelscope.cn/docs/model-service/API-Inference/intro).

```bash
MODELSCOPE_API_KEY=your-api-key
```

```typescript
import { Agent } from "@mastra/core/agent";

const agent = new Agent({
  id: "my-agent",
  name: "My Agent",
  instructions: "You are a helpful assistant",
  model: "modelscope/Qwen/Qwen3-235B-A22B-Instruct-2507"
});

// Generate a response
const response = await agent.generate("Hello!");

// Stream a response
const stream = await agent.stream("Tell me a story");
for await (const chunk of stream) {
  console.log(chunk);
}
```

> **Info:** Mastra uses the OpenAI-compatible `/chat/completions` endpoint. Some provider-specific features may not be available. Check the [ModelScope documentation](https://modelscope.cn/docs/model-service/API-Inference/intro) for details.

## Models

| Model                                           | Context | Tools | Reasoning | Image | Audio | Video | Input $/1M | Output $/1M |
| ----------------------------------------------- | ------- | ----- | --------- | ----- | ----- | ----- | ---------- | ----------- |
| `modelscope/Qwen/Qwen3-235B-A22B-Instruct-2507` | 262K    |       |           |       |       |       | —          | —           |
| `modelscope/Qwen/Qwen3-235B-A22B-Thinking-2507` | 262K    |       |           |       |       |       | —          | —           |
| `modelscope/Qwen/Qwen3-30B-A3B-Instruct-2507`   | 262K    |       |           |       |       |       | —          | —           |
| `modelscope/Qwen/Qwen3-30B-A3B-Thinking-2507`   | 262K    |       |           |       |       |       | —          | —           |
| `modelscope/Qwen/Qwen3-Coder-30B-A3B-Instruct`  | 262K    |       |           |       |       |       | —          | —           |
| `modelscope/ZhipuAI/GLM-4.5`                    | 131K    |       |           |       |       |       | —          | —           |
| `modelscope/ZhipuAI/GLM-4.6`                    | 203K    |       |           |       |       |       | —          | —           |

## Advanced configuration

### Custom headers

```typescript
const agent = new Agent({
  id: "custom-agent",
  name: "custom-agent",
  model: {
    url: "https://api-inference.modelscope.cn/v1",
    id: "modelscope/Qwen/Qwen3-235B-A22B-Instruct-2507",
    apiKey: process.env.MODELSCOPE_API_KEY,
    headers: {
      "X-Custom-Header": "value"
    }
  }
});
```

### Dynamic model selection

```typescript
const agent = new Agent({
  id: "dynamic-agent",
  name: "Dynamic Agent",
  model: ({ requestContext }) => {
    const useAdvanced = requestContext.task === "complex";
    return useAdvanced
      ? "modelscope/ZhipuAI/GLM-4.6"
      : "modelscope/Qwen/Qwen3-235B-A22B-Instruct-2507";
  }
});
```