# Chameleon

```json
{
  "name": "Chameleon",
  "slug": "chameleon",
  "url": "https://composio.dev/toolkits/chameleon",
  "markdown_url": "https://composio.dev/toolkits/chameleon.md",
  "logo_url": "https://logos.composio.dev/api/chameleon",
  "categories": [
    "analytics & data"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-08-20T15:35:29.123Z"
}
```

![Chameleon logo](https://logos.composio.dev/api/chameleon)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Chameleon MCP or direct API to inspect user profiles, analyze engagement, review onboarding progress, and find adoption gaps through natural language.

## Summary

Chameleon is a product adoption platform for building in-app experiences, managing customer data, and analyzing user engagement.
It helps teams improve onboarding, feature discovery, and product adoption with targeted user experiences.

## Categories

- analytics & data

## Toolkit Details

- Tools: 14

## Images

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

## Authentication

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

## Suggested Prompts

- List users who skipped onboarding tour
- Find accounts with low feature adoption
- Create segment for inactive trial users

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `CHAMELEON_COUNT_CUSTOMER_RECORDS` | Count Customer Records | Count Chameleon profiles or companies matching structured filters without retrieving the matching records. |
| `CHAMELEON_GET_ACCOUNT_IDENTITY` | Get Account Identity | Return the Chameleon account ID and admin user ID associated with the connected Account Secret. |
| `CHAMELEON_GET_DELIVERY` | Get Delivery | Retrieve one Chameleon experience delivery by ID without triggering, changing, or cancelling it. |
| `CHAMELEON_GET_EXPERIENCE` | Get Experience | Retrieve one Chameleon tour, microsurvey, launcher, embed, or tooltip by ID without modifying or publishing it. |
| `CHAMELEON_LIST_CHANGES` | List Changes | List one page of Chameleon change history across the account or for one supported experience. |
| `CHAMELEON_LIST_DELIVERIES` | List Deliveries | List one page of scheduled Chameleon experience deliveries, optionally filtered by experience or profile, without triggering a new delivery. |
| `CHAMELEON_LIST_DOMAINS_OR_ENVIRONMENTS` | List Domains or Environments | List one page of configured Chameleon domains or environments without changing account routing configuration. |
| `CHAMELEON_LIST_EXPERIENCE_ANALYTICS` | List Experience Analytics | List one page of tour interactions or microsurvey responses for a specific Chameleon experience. |
| `CHAMELEON_LIST_EXPERIENCES` | List Experiences | List one page of Chameleon tours, microsurveys, launchers, embeds, or tooltips without modifying or publishing them. |
| `CHAMELEON_LIST_TARGETING_METADATA` | List Targeting Metadata | List one page of Chameleon segments, tags, themes, tracked event names, or profile/company property definitions used to interpret targeting and analytics data. |
| `CHAMELEON_LOOKUP_CUSTOMER_RECORD` | Lookup Customer Record | Retrieve one Chameleon profile or company by its Chameleon ID or external identifier. Profiles can also be looked up by email address; provide exactly one identifier. |
| `CHAMELEON_SEARCH_CUSTOMER_RECORDS` | Search Customer Records | Search Chameleon profiles or companies with structured filters and return one offset-paginated page of matching records. |
| `CHAMELEON_TRACK_EVENT` | Track Event | Irreversibly record one named event for a Chameleon profile identified by ID or external UID; provide exactly one identifier. The event cannot be deleted, and a new event name also creates a persistent event-name definition that cannot be deleted. |
| `CHAMELEON_UPSERT_CUSTOMER_RECORD` | Upsert Customer Record | Create or update one Chameleon profile or company by external UID and return its Chameleon ID. |

## 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 Chameleon Tools via Tool Router with Your Agent

Get tools from Tool Router session and execute Chameleon actions with your Agent
```python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'List Chameleon users who have not completed the onboarding tour'
  }]
)
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: 'List Chameleon users who have not completed the onboarding tour'
  }],
});
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 for Python or TypeScript
```python
pip install composio claude-agent-sdk
```

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

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

Import and initialize the Composio client, then create a Tool Router session for Chameleon. For dedicated MCP provisioning, use mcp.create().
```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' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);
```

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

Use the MCP server with your AI agent (Anthropic Claude or Mastra)
```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 Chameleon tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('List Chameleon users who have not completed the onboarding tour')
        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 } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: session.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: 'List Chameleon users who have not completed the onboarding tour'
  }],
  maxSteps: 5,
});

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

## Why Use Composio?

### 1. AI Native Chameleon Integration

- Supports both Chameleon MCP and direct API based integrations
- Structured, LLM-friendly schemas make it easier for agents to query Chameleon users, accounts, and engagement data
- Rich coverage for reading, writing, and analyzing product adoption workflows without bespoke integration code

### 2. Managed Auth

- Configure Chameleon API key access with auth_configs.create() and link user credentials with connected_accounts.link()
- Composio handles secure API key storage and request authentication, so you don't hard-code keys in your agent
- Manage, scope, and revoke Chameleon access from one place across users and environments

### 3. Agent Optimized Design

- Chameleon tools are shaped for AI agents, so requests like checking onboarding completion or finding inactive trial users map cleanly to tool calls
- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs show what your agent ran, when it ran, and which Chameleon account it used

### 4. Enterprise Grade Security

- Fine-grained RBAC helps control which agents and users can access Chameleon data
- Scoped, least privilege access keeps product adoption data protected
- Full audit trail of agent actions supports review, debugging, and compliance

## Use Chameleon with any AI Agent Framework

Choose a framework you want to connect Chameleon with:

None listed.

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## Frequently Asked Questions

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

Yes, Chameleon 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.

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)