Chameleon MCP server for AI agents and assistants

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.

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Api Key

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.

14 Tools

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Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
Chameleon
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TOOLS

Supported Tools

Every Chameleon action and event your agent gets out of the box.

Count Customer Records

Count Chameleon profiles or companies matching structured filters without retrieving the matching records.

Get Account Identity

Return the Chameleon account ID and admin user ID associated with the connected Account Secret.

Get Delivery

Retrieve one Chameleon experience delivery by ID without triggering, changing, or cancelling it.

Get Experience

Retrieve one Chameleon tour, microsurvey, launcher, embed, or tooltip by ID without modifying or publishing it.

List Changes

List one page of Chameleon change history across the account or for one supported experience.

List Deliveries

List one page of scheduled Chameleon experience deliveries, optionally filtered by experience or profile, without triggering a new delivery.

List Domains or Environments

List one page of configured Chameleon domains or environments without changing account routing configuration.

List Experience Analytics

List one page of tour interactions or microsurvey responses for a specific Chameleon experience.

List Experiences

List one page of Chameleon tours, microsurveys, launchers, embeds, or tooltips without modifying or publishing them.

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.

Lookup Customer Record

Retrieve one Chameleon profile or company by its Chameleon ID or external identifier.

Search Customer Records

Search Chameleon profiles or companies with structured filters and return one offset-paginated page of matching records.

Track Event

Irreversibly record one named event for a Chameleon profile identified by ID or external UID; provide exactly one identifier.

Upsert Customer Record

Create or update one Chameleon profile or company by external UID and return its Chameleon ID.

SETUP GUIDE

Connect Chameleon MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["chameleon"],
  mcp: true,
});
Create a session scoped to Chameleon and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "List Chameleon users who have not completed the onboarding tour",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a Chameleon request
SETUP GUIDE

Connect Chameleon API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

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

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["chameleon"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Chameleon
3

Run Chameleon tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "List Chameleon users who have not completed the onboarding tour" }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the Chameleon tool calls through the session, and print the final answer

Why Use Composio?

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

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

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

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
FAQ

Frequently asked questions

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.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Yes. Composio is SOC 2 Type II compliant and is built to keep your Chameleon connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.

Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.

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

Create the key in your Chameleon account settings, then paste it once on Composio's connection page. Composio stores it encrypted and uses it only for the Chameleon actions your agent runs. Nobody else in your workspace can read it, and you can revoke it inside Chameleon at any time.

When you connect a Chameleon account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Chameleon as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.

Whatever the credentials you connect allow inside Chameleon. If Chameleon lets you scope a key to specific permissions, create a scoped one so the agent can only do what you intend. You can revoke the key inside Chameleon at any time.

Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Chameleon connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.

The connection stops working the moment Chameleon rejects the old key. Create a new key in Chameleon and reconnect the account from the Composio dashboard or by asking your agent to reconnect Chameleon. Nothing else changes.

Composio's free Hobby plan includes 100,000 tool calls per month with no credit card, which covers most personal Chameleon use. Paid plans add higher limits and team features. Your Chameleon plan and its API limits still apply as usual.

Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Chameleon accounts).

With Composio, you connect Chameleon once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.

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