# Winston ai

```json
{
  "name": "Winston ai",
  "slug": "winston_ai",
  "url": "https://composio.dev/toolkits/winston_ai",
  "markdown_url": "https://composio.dev/toolkits/winston_ai.md",
  "logo_url": "https://logos.composio.dev/api/winston_ai",
  "categories": [
    "ai & machine learning"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-05-12T10:30:22.723Z"
}
```

![Winston ai logo](https://logos.composio.dev/api/winston_ai)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Winston ai MCP or direct API to detect AI-generated text, check for plagiarism, verify images, and review content authenticity through natural language.

## Summary

Winston ai is a content verification platform for detecting AI-generated text, plagiarism, and manipulated images. It helps ensure your content is authentic and original.

## Categories

- ai & machine learning

## Toolkit Details

- Tools: 3

## Images

- Logo: https://logos.composio.dev/api/winston_ai

## Authentication

- **Api Key**
  - Type: `api_key`
  - Description: Api Key authentication for Winston AI.
  - Setup:
    - Configure Api Key credentials for Winston AI.
    - Use the credentials when creating an auth config in Composio.

## Suggested Prompts

- Check if this essay is AI-generated
- Scan this article for plagiarism online
- Compare my draft to published version
- Detect AI-created content in this image

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `WINSTON_AI_AI_TEXT_DETECTION` | AI Text Detection | Tool to detect AI-generated text. Use when you need to assess whether a given text is AI-generated. Each call consumes credits based on word count. |
| `WINSTON_AI_PLAGIARISM_DETECTION` | Plagiarism Detection | Tool to detect plagiarism. Use after preparing text to verify originality against online sources. |
| `WINSTON_AI_TEXT_COMPARE` | TEXT_COMPARE | Tool to compare two texts. Use when you need to measure similarity between two final texts. |

## Supported Triggers

None listed.

## Installation and MCP Setup

### Path 1: SDK Installation

#### Path 1, Step 1: Install Composio

Install the Composio SDK
```python
pip install composio_openai
```

```typescript
npm install @composio/openai
```

#### Path 1, Step 2: Initialize Composio and Create Tool Router Session

Import and initialize Composio client, then create a Tool Router session
```python
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
openai = OpenAI()
session = composio.create(user_id='your-user-id')
```

```typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
```

#### Path 1, Step 3: Execute Winston ai Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Winston ai actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Check if this article draft is AI-generated'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
```

```typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'Check if this article draft is AI-generated'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
```

### Path 2: MCP Server Setup

#### Path 2, Step 1: Install Composio

Install the Composio SDK and Claude Agent SDK
```python
pip install composio claude-agent-sdk
```

```typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
```

#### Path 2, Step 2: Create Tool Router Session

Initialize the Composio client and create a Tool Router session
```python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
```

```typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });

console.log("Creating Tool Router session...");
const { mcp } = await composio.create('your-user-id');
console.log(`Tool Router session created: ${mcp.url}`);
```

#### Path 2, Step 3: Connect to AI Agent

Use the MCP server with your AI agent
```python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Winston ai tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Check if this article is AI-generated text')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
```

```typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText, stepCountIs } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: mcp.url,
    headers: { 'x-api-key': 'your-composio-api-key' }
  }
});

const tools = await client.tools();

const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{ role: 'user', content: 'Check if this article is AI-generated text' }],
  stopWhen: stepCountIs( 5 )
});

console.log(`Agent: ${text}`);
```

## Why Use Composio?

### 1. AI Native Winston ai Integration

- Supports both Winston ai MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for detecting AI text, plagiarism, and fake images

### 2. Managed Auth

- Built-in API key handling with secure storage and access control
- Central place to manage, scope, and revoke Winston ai credentials
- Per user and per environment credentials instead of hard-coded keys

### 3. Agent Optimized Design

- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf

### 4. Enterprise Grade Security

- Fine-grained RBAC so you control which agents and users can access Winston ai
- Scoped, least privilege access to Winston ai resources
- Full audit trail of agent actions to support review and compliance

## Use Winston ai with any AI Agent Framework

Choose a framework you want to connect Winston ai with:

- [OpenAI Agents SDK](https://composio.dev/toolkits/winston_ai/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/winston_ai/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/winston_ai/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/winston_ai/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/winston_ai/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/winston_ai/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/winston_ai/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/winston_ai/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/winston_ai/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/winston_ai/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/winston_ai/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/winston_ai/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/winston_ai/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/winston_ai/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/winston_ai/framework/autogen)

## Related Toolkits

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## Frequently Asked Questions

### Do I need my own developer credentials to use Winston ai with Composio?

Yes, Winston ai requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

### Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. [Learn more](https://docs.composio.dev/tool-router/overview).

### Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. [Learn more](https://trust.composio.dev).

### What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

---
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