# Wit ai

```json
{
  "name": "Wit ai",
  "slug": "wit_ai",
  "url": "https://composio.dev/toolkits/wit_ai",
  "markdown_url": "https://composio.dev/toolkits/wit_ai.md",
  "logo_url": "https://logos.composio.dev/api/wit_ai",
  "categories": [
    "ai & machine learning"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-05-12T10:30:24.788Z"
}
```

![Wit ai logo](https://logos.composio.dev/api/wit_ai)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Wit ai MCP or direct API to parse user messages, extract intents, analyze entities, and power conversational flows through natural language.

## Summary

Wit.ai is a natural language processing platform that turns text or speech into structured data. It's perfect for building voice and chat interfaces that truly understand users.

## Categories

- ai & machine learning

## Toolkit Details

- Tools: 31

## Images

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

## Authentication

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

## Suggested Prompts

- Analyze user message for intent and entities
- List all custom traits in my Wit app
- Get details of the 'BookFlight' intent
- Create a new Wit.ai trait for sentiment

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `WIT_AI_ADD_ENTITY_KEYWORD` | Add Entity Keyword | Tool to add a keyword with optional synonyms to a Wit.ai entity. Use when extending entity values. |
| `WIT_AI_ADD_KEYWORD_SYNONYM` | Add Keyword Synonym | Tool to add a new synonym to a keyword in an entity. Use when expanding entity keyword recognition with additional terms. |
| `WIT_AI_ADD_TRAIT_VALUE` | Add Value to Trait | Tool to add a new value to an existing trait in Wit.ai. Use when extending trait vocabulary with additional values. |
| `WIT_AI_CREATE_APP` | Create Wit.ai App | Tool to create a new app in Wit.ai. Use when you need to programmatically initialize an application before training or importing data. |
| `WIT_AI_CREATE_ENTITY` | Create Wit.ai Entity | Tool to create a new entity in Wit.ai. Use when defining custom entity types for natural language understanding. |
| `WIT_AI_CREATE_INTENT` | Create Wit.ai Intent | Tool to create a new intent in Wit.ai. Use when you need to define a new intent for natural language understanding. |
| `WIT_AI_CREATE_TRAIT` | Create Wit.ai Trait | Tool to create a new trait in Wit.ai. Use when defining custom entity attribute matching behavior. |
| `WIT_AI_CREATE_UTTERANCES` | Create Wit.ai Training Utterances | Tool to add training utterances (samples with annotations) to your Wit.ai app. Use when you need to train your model with labeled examples. Rate limit: 200 samples per minute. |
| `WIT_AI_DELETE_APP` | Delete App | Tool to delete a specific app from wit.ai. Use when you need to remove an existing app by its ID after confirming its existence. |
| `WIT_AI_DELETE_ENTITY` | Delete Entity | Tool to permanently delete an entity by name. Use when you need to remove an existing entity from the wit.ai app. |
| `WIT_AI_DELETE_ENTITY_KEYWORD` | Delete Entity Keyword | Tool to delete a keyword from a keywords entity in wit.ai. Use when you need to remove a specific keyword from an entity. |
| `WIT_AI_DELETE_ENTITY_ROLE` | Delete Entity Role | Tool to delete a specific role from an entity in wit.ai. Use when you need to remove a role association from an entity. |
| `WIT_AI_DELETE_INTENT` | Delete Intent | Tool to permanently delete an intent by name. Use when you need to remove an intent from the app. |
| `WIT_AI_DELETE_KEYWORD_SYNONYM` | Delete Keyword Synonym | Tool to delete a synonym from a keyword in an entity. Use when you need to remove a specific synonym mapping from an entity keyword. |
| `WIT_AI_DELETE_UTTERANCES` | Delete Utterances | Tool to delete validated utterances (training samples) from your Wit.ai app. Use when you need to remove specific training data. |
| `WIT_AI_DETECT_LANGUAGE` | Wit.ai Detect Language | Tool to detect the language of a given text input. Returns detected locales with confidence scores. Use when you need to identify the language of user-provided text. |
| `WIT_AI_EXPORT_APP` | Export App Data | Tool to export Wit.ai app data as a backup ZIP file. Returns a download URL for the backup file containing all app data. |
| `WIT_AI_GET_APP` | Get App Details | Tool to retrieve metadata and settings of a Wit.ai app. Use when you need to fetch complete app details by app ID after authenticating. |
| `WIT_AI_GET_ENTITY` | Get Entity Details | Tool to retrieve details of a specific entity including keywords and roles. Use when you need entity metadata by ID or name. |
| `WIT_AI_GET_INTENT` | Get Intent Details | Tool to retrieve details of a specific intent. Use when you need full intent metadata given its ID. |
| `WIT_AI_GET_INTENTS` | Get Intents | Tool to list all intents in a Wit.ai app. Use after authenticating to retrieve defined intents. |
| `WIT_AI_GET_MESSAGE` | Wit.ai Get Message | Tool to analyze a text message and extract its intent, entities, and traits. Use when you need structured meaning from user input. |
| `WIT_AI_GET_TRAIT` | Get Trait Details | Tool to retrieve details of a specific trait. Use when you have the trait ID and need its full metadata. |
| `WIT_AI_GET_TRAITS` | List Traits | Tool to list all traits in a Wit.ai app. Use after authenticating to retrieve defined traits. |
| `WIT_AI_GET_VOICE` | Get Voice Details | Tool to retrieve details for a specific text-to-speech voice. Use when you need information about available styles and parameters for a voice. |
| `WIT_AI_LIST_APPS` | List Wit.ai Apps | Tool to retrieve the list of all Wit.ai apps for the authenticated user. Use when you need to fetch apps with pagination support. |
| `WIT_AI_LIST_APP_TAGS` | List App Tags | Tool to retrieve all tag groups (versions) for a Wit.ai app. Use when you need to list available versions or snapshots of an app's state. |
| `WIT_AI_LIST_ENTITIES` | List Entities | Tool to list all entities in a Wit.ai app. Use after authenticating to retrieve defined entities. |
| `WIT_AI_LIST_UTTERANCES` | List Utterances | Tool to retrieve training utterances (samples) from a Wit.ai app. Use when you need to view or analyze the app's training data. Supports filtering by intents, entities, and traits. |
| `WIT_AI_LIST_VOICES` | List Voices | Tool to retrieve all available text-to-speech voices grouped by locale. Use when you need to discover which voices are available for speech synthesis. |
| `WIT_AI_PUT_APP` | Update Wit.ai App | Tool to update an existing Wit.ai app. Use when you need to modify app settings after creation. |

## 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 Wit ai Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Wit ai actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Analyze this sentence and extract all detected intents and entities.'
  }]
)
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: 'Analyze this sentence and extract all detected intents and entities.'
  }],
});
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 Wit ai tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Analyze this sentence for intent and entities: Book me a flight to Paris for next Friday')
        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: 'Analyze this sentence for intent and entities: Book me a flight to Paris for next Friday' }],
  stopWhen: stepCountIs( 5 )
});

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

## Why Use Composio?

### 1. AI Native Wit ai Integration

- Supports both Wit ai MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for parsing, intent extraction, and entity analysis

### 2. Managed Auth

- Built-in API key handling with secure storage
- Central place to manage, scope, and revoke Wit ai access
- 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 Wit ai
- Scoped, least privilege access to Wit ai resources
- Full audit trail of agent actions to support review and compliance

## Use Wit ai with any AI Agent Framework

Choose a framework you want to connect Wit ai with:

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

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## Frequently Asked Questions

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

Yes, Wit 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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