How to integrate Insighto ai MCP with OpenAI Agents SDK

This guide walks you through connecting Insighto ai to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Insighto ai agent that can send whatsapp message to all new leads, fetch conversation history for a specific contact, list all available chatbot intents today through natural language commands. This guide will help you understand how to give your OpenAI Agents SDK agent real control over a Insighto ai account through Composio's Insighto ai MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Insighto.ai is an AI-powered platform for building conversational chatbots and voice agents. Engage customers across web, messaging apps, and voice with smart, automated conversations.

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Introduction

This guide walks you through connecting Insighto ai to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Insighto ai agent that can send whatsapp message to all new leads, fetch conversation history for a specific contact, list all available chatbot intents today through natural language commands.

This guide will help you understand how to give your OpenAI Agents SDK agent real control over a Insighto ai account through Composio's Insighto ai MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

Also integrate Insighto ai with

Claude Agent SDKClaude CodeClaude CoworkCodexOpenClawHermesCLIGoogle ADKLangChainVercel AI SDKMastra AILlamaIndexCrewAI

TL;DR

Here's what you'll learn:
  • Get and set up your OpenAI and Composio API keys
  • Install the necessary dependencies
  • Initialize Composio and create a Tool Router session for Insighto ai
  • Configure an AI agent that can use Insighto ai as a tool
  • Run a live chat session where you can ask the agent to perform Insighto ai operations

What is OpenAI Agents SDK?

The OpenAI Agents SDK is a lightweight framework for building AI agents that can use tools and maintain conversation state. It provides a simple interface for creating agents with hosted MCP tool support.

Key features include:

  • Hosted MCP Tools: Connect to external services through hosted MCP endpoints
  • SQLite Sessions: Persist conversation history across interactions
  • Simple API: Clean interface with Agent, Runner, and tool configuration
  • Streaming Support: Real-time response streaming for interactive applications

What is the Insighto ai MCP server, and what's possible with it?

The Insighto ai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Insighto ai account. It provides structured and secure access to your conversational AI assets, so your agent can create new intents, manage contacts, analyze conversations, deploy widgets, and broadcast messages across channels on your behalf.

  • Intent creation and management: Easily add or review conversational intents to enhance your chatbots and voice agents, making them smarter and more responsive.
  • Bulk contact communication: Let your agent send messages to multiple contacts in bulk through WhatsApp or SMS, enabling efficient campaign blasts and customer updates.
  • Comprehensive contact and conversation insights: Retrieve full contact profiles, browse lists of contacts, and access detailed conversation metadata for analytics or personalized support.
  • Widget and provider deployment: Quickly create and configure new widgets and providers to extend your AI’s reach across new channels and platforms.
  • Datasource and metadata management: Fetch and inspect all data sources and custom contact fields, so your agent can sync, organize, or enrich customer data as needed.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

  1. Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
  2. Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
  3. Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step09 STEPS
1

Prerequisites

Before starting, make sure you have:
  • Composio API Key and OpenAI API Key
  • Primary know-how of OpenAI Agents SDK
  • A live Insighto ai project
  • Some knowledge of Python or Typescript
2

Getting API Keys for OpenAI and Composio

OpenAI API Key
  • Go to the OpenAI dashboard and create an API key. You'll need credits to use the models, or you can connect to another model provider.
  • Keep the API key safe.
Composio API Key
3

Install dependencies

npm install @composio/openai-agents @openai/agents dotenv

Install the Composio SDK and the OpenAI Agents SDK.

4

Set up environment variables

bash
OPENAI_API_KEY=sk-...your-api-key
COMPOSIO_API_KEY=your-api-key
USER_ID=composio_user@gmail.com

Create a .env file and add your OpenAI and Composio API keys.

5

Import dependencies

import 'dotenv/config';
import { Composio } from '@composio/core';
import { OpenAIAgentsProvider } from '@composio/openai-agents';
import { Agent, hostedMcpTool, run, OpenAIConversationsSession } from '@openai/agents';
import * as readline from 'readline';
What's happening:
  • You're importing all necessary libraries.
  • The Composio and OpenAIAgentsProvider classes are imported to connect your OpenAI agent to Composio tools like Insighto ai.
6

Set up the Composio instance

dotenv.config();

const composioApiKey = process.env.COMPOSIO_API_KEY;
const userId = process.env.USER_ID;

if (!composioApiKey) {
  throw new Error('COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key');
}
if (!userId) {
  throw new Error('USER_ID is not set');
}

// Initialize Composio
const composio = new Composio({
  apiKey: composioApiKey,
  provider: new OpenAIAgentsProvider(),
});
What's happening:
  • dotenv.config() loads your .env file so COMPOSIO_API_KEY and USER_ID are available as environment variables.
  • Creating a Composio instance using the API Key and OpenAIAgentsProvider class.
7

Create a Tool Router session

// Create Tool Router session for Insighto ai
const session = await composio.create(userId as string, {
  toolkits: ['insighto_ai'],
});
const mcpUrl = session.mcp.url;

What is happening:

  • You give the Tool Router the user id and the toolkits you want available. Here, it is only insighto_ai.
  • The router checks the user's Insighto ai connection and prepares the MCP endpoint.
  • The returned session.mcp.url is the MCP URL that your agent will use to access Insighto ai.
  • This approach keeps things lightweight and lets the agent request Insighto ai tools only when needed during the conversation.
8

Configure the agent

// Configure agent with MCP tool
const agent = new Agent({
  name: 'Assistant',
  model: 'gpt-5',
  instructions:
    'You are a helpful assistant that can access Insighto ai. Help users perform Insighto ai operations through natural language.',
  tools: [
    hostedMcpTool({
      serverLabel: 'tool_router',
      serverUrl: mcpUrl,
      headers: { 'x-api-key': composioApiKey },
      requireApproval: 'never',
    }),
  ],
});
What's happening:
  • We're creating an Agent instance with a name, model (gpt-5), and clear instructions about its purpose.
  • The agent's instructions tell it that it can access Insighto ai and help with queries, inserts, updates, authentication, and fetching database information.
  • The tools array includes a hostedMcpTool that connects to the MCP server URL we created earlier.
  • The headers object includes the Composio API key for secure authentication with the MCP server.
  • requireApproval: 'never' means the agent can execute Insighto ai operations without asking for permission each time, making interactions smoother.
9

Start chat loop and handle conversation

// Keep conversation state across turns
const conversationSession = new OpenAIConversationsSession();

// Simple CLI
const rl = readline.createInterface({
  input: process.stdin,
  output: process.stdout,
  prompt: 'You: ',
});

console.log('\nComposio Tool Router session created.');
console.log('\nChat started. Type your requests below.');
console.log("Commands: 'exit', 'quit', or 'q' to end\n");

try {
  const first = await run(agent, 'What can you help me with?', { session: conversationSession });
  console.log(`Assistant: ${first.finalOutput}\n`);
} catch (e) {
  console.error('Error:', e instanceof Error ? e.message : e, '\n');
}

rl.prompt();

rl.on('line', async (userInput) => {
  const text = userInput.trim();

  if (['exit', 'quit', 'q'].includes(text.toLowerCase())) {
    console.log('Goodbye!');
    rl.close();
    process.exit(0);
  }

  if (!text) {
    rl.prompt();
    return;
  }

  try {
    const result = await run(agent, text, { session: conversationSession });
    console.log(`\nAssistant: ${result.finalOutput}\n`);
  } catch (e) {
    console.error('Error:', e instanceof Error ? e.message : e, '\n');
  }

  rl.prompt();
});

rl.on('close', () => {
  console.log('\n👋 Session ended.');
  process.exit(0);
});
What's happening:
  • The program prints a session URL that you visit to authorize Insighto ai.
  • After authorization, the chat begins.
  • Each message you type is processed by the agent using run().
  • The responses are printed to the console.
  • Typing exit, quit, or q cleanly ends the chat.

Complete Code

Here's the complete code to get you started with Insighto ai and OpenAI Agents SDK:

import 'dotenv/config';
import { Composio } from '@composio/core';
import { OpenAIAgentsProvider } from '@composio/openai-agents';
import { Agent, hostedMcpTool, run, OpenAIConversationsSession } from '@openai/agents';
import * as readline from 'readline';

const composioApiKey = process.env.COMPOSIO_API_KEY;
const userId = process.env.USER_ID;

if (!composioApiKey) {
  throw new Error('COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key');
}
if (!userId) {
  throw new Error('USER_ID is not set');
}

// Initialize Composio
const composio = new Composio({
  apiKey: composioApiKey,
  provider: new OpenAIAgentsProvider(),
});

async function main() {
  // Create Tool Router session
  const session = await composio.create(userId as string, {
    toolkits: ['insighto_ai'],
  });
  const mcpUrl = session.mcp.url;

  // Configure agent with MCP tool
  const agent = new Agent({
    name: 'Assistant',
    model: 'gpt-5',
    instructions:
      'You are a helpful assistant that can access Insighto ai. Help users perform Insighto ai operations through natural language.',
    tools: [
      hostedMcpTool({
        serverLabel: 'tool_router',
        serverUrl: mcpUrl,
        headers: { 'x-api-key': composioApiKey },
        requireApproval: 'never',
      }),
    ],
  });

  // Keep conversation state across turns
  const conversationSession = new OpenAIConversationsSession();

  // Simple CLI
  const rl = readline.createInterface({
    input: process.stdin,
    output: process.stdout,
    prompt: 'You: ',
  });

  console.log('\nComposio Tool Router session created.');
  console.log('\nChat started. Type your requests below.');
  console.log("Commands: 'exit', 'quit', or 'q' to end\n");

  try {
    const first = await run(agent, 'What can you help me with?', { session: conversationSession });
    console.log(`Assistant: ${first.finalOutput}\n`);
  } catch (e) {
    console.error('Error:', e instanceof Error ? e.message : e, '\n');
  }

  rl.prompt();

  rl.on('line', async (userInput) => {
    const text = userInput.trim();

    if (['exit', 'quit', 'q'].includes(text.toLowerCase())) {
      console.log('Goodbye!');
      rl.close();
      process.exit(0);
    }

    if (!text) {
      rl.prompt();
      return;
    }

    try {
      const result = await run(agent, text, { session: conversationSession });
      console.log(`\nAssistant: ${result.finalOutput}\n`);
    } catch (e) {
      console.error('Error:', e instanceof Error ? e.message : e, '\n');
    }

    rl.prompt();
  });

  rl.on('close', () => {
    console.log('\nSession ended.');
    process.exit(0);
  });
}

main().catch((err) => {
  console.error('Fatal error:', err);
  process.exit(1);
});

Conclusion

This was a starter code for integrating Insighto ai MCP with OpenAI Agents SDK to build a functional AI agent that can interact with Insighto ai.

Key features:

  • Hosted MCP tool integration through Composio's Tool Router
  • SQLite session persistence for conversation history
  • Simple async chat loop for interactive testing
You can extend this by adding more toolkits, implementing custom business logic, or building a web interface around the agent.
TOOLS

Supported Tools

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

Add Intent To Assistant

Tool to add an intent to an assistant in Insighto.

Create Agency

Tool to create a new agency in Insighto.

Create Contact Custom Field

Tool to create a new contact custom field in Insighto.

Create Form

Tool to create a new form in Insighto.

Create Intent

Tool to create a new intent in Insighto.

Create Prompt

Tool to create a new prompt in Insighto.

Create Provider

Creates a new AI provider configuration (e.

Create Tag

Tool to create a new tag in Insighto.

Create Toolfunction

Tool to create a new toolfunction in Insighto.

Create Webhook

Tool to create a new outbound webhook in Insighto.

Create Widget

Tool to create a new widget with specified attributes.

Delete Assistant By ID

Tool to delete an assistant by its ID.

Delete Bulk Forms By IDs

Tool to delete multiple forms by their IDs in a single operation.

Delete Contacts In Bulk

Tool to delete multiple contacts in bulk.

Delete Form By ID

Tool to delete a form by its unique identifier.

Delete Linked Assistant Datasource

Tool to delete (unlink) a datasource from a linked assistant in Insighto.

Delete Link Tag Entity By ID

Tool to delete a link_tag_entity by its ID.

Delete Prompt By ID

Tool to delete a prompt by its unique ID.

Delete Provider By ID

Tool to delete an AI provider configuration by its unique identifier.

Delete Tag By ID

Tool to delete a tag by its unique identifier.

Delete Tool By ID

Tool to delete a tool by its ID.

Delete Toolfunction By ID

Tool to delete a toolfunction by its ID.

Delete Twilio Auth By ID

Tool to delete a Twilio authentication configuration by its ID.

Delete UserWhatsApp By ID

Tool to delete a UserWhatsApp by its ID.

Delete Widget By ID

Tool to delete a widget by its unique ID.

Get Agency Billing Plan

Tool to retrieve details of a specific agency billing plan by ID.

Get Agency Branding By ID

Tool to retrieve branding configuration for a specific agency by agency ID.

Get Agent List

Tool to fetch a paginated list of agents.

Get Assistant By ID

Tool to retrieve details of a specific assistant by assistant ID.

Get Captured Form By Form ID

Tool to retrieve captured form submissions by form ID.

Get Contact By ID

Tool to retrieve details of a specific contact by contact ID.

Get Datasource By ID

Tool to retrieve details of a specific datasource by datasource ID.

Get Intent By ID

Tool to retrieve details of a specific intent by its ID.

Get List Of Contacts

Tool to fetch a paginated list of contacts.

Get List Of Conversations

Tool to fetch a list of conversations.

Get List Of Datasources

Retrieves a paginated list of data sources from Insighto AI.

Get List Of Data Sources Linked To Assistant Id

Tool to retrieve a paginated list of data sources linked to a specific assistant.

Get List Of Widgets Linked To Assistant Id

Tool to fetch a paginated list of widgets linked to a specific assistant.

Get Pricing For User

Tool to retrieve pricing information for Insighto.

Get Prompt By ID

Tool to retrieve details of a specific prompt by prompt ID.

Get Provider By ID

Tool to retrieve details of a specific provider by provider ID.

Get Speechtotext List

Tool to fetch a paginated list of available speech-to-text voice configurations.

Get Widget By ID

Tool to retrieve details of a specific widget by widget ID.

List Channels

Tool to retrieve a paginated list of channels.

Read Campaign Contact List

Tool to retrieve a paginated list of contacts associated with a specific campaign.

Read Contact Custom Field List

Tool to retrieve a list of custom fields associated with contacts.

Read Contact Sync Log List

Tool to retrieve a paginated list of contact sync logs.

Read Intents List

Tool to retrieve a list of all intents.

Read Tag List

Tool to retrieve a paginated list of tags.

Read Tool Function Invoke Log List

Tool to retrieve a paginated list of tool function invoke logs.

Read Tool Toolfunction List

Tool to retrieve a paginated list of tool functions for a specific tool.

Read Twilio Auth List

Tool to retrieve a paginated list of Twilio authentications.

Retrieve Linked Tool And User

Tool to retrieve linked tool and user information for a specific tool.

Retrieve List Of User Custom Voice

Tool to retrieve a paginated list of user custom voices.

Retrieve User Monthly Usages Aggregation

Tool to retrieve user monthly usages aggregation data.

Retrieve Webhook Log

Tool to retrieve webhook logs for a specific webhook.

Send Messages To Contacts

Tool to send messages to a list of contacts in bulk.

Update Link Tool User

Tool to update a link tool user by its ID.

Update Tool By ID

Tool to update a tool by its ID.

Update Toolfunction By ID

Tool to update an existing toolfunction by its ID.

Update Twilio Auth By ID

Tool to update a Twilio authentication configuration by its ID.

Update User Profile

Tool to update a user profile in Insighto.

Update UserWhatsApp By ID

Tool to update a UserWhatsApp configuration by its ID.

Update Webhook By ID

Tool to update an outbound webhook by its unique ID.

Upsert Contact By Email Or Phone Number

Tool to upsert (create or update) a contact in Insighto.

FRAMEWORKS

How to build Insighto ai MCP Agent with another framework

Claude Agent SDK logo

Claude Agent SDK

Use Insighto ai MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Insighto ai MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Insighto ai MCP with Claude Cowork

Codex logo

Codex

Use Insighto ai MCP with Codex

OpenClaw logo

OpenClaw

Use Insighto ai MCP with OpenClaw

Hermes logo

Hermes

Use Insighto ai MCP with Hermes

CLI logo

CLI

Use Insighto ai MCP with CLI

Google ADK logo

Google ADK

Use Insighto ai MCP with Google ADK

LangChain logo

LangChain

Use Insighto ai MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Insighto ai MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Insighto ai MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Insighto ai MCP with LlamaIndex

CrewAI logo

CrewAI

Use Insighto ai MCP with CrewAI

FAQ

Frequently asked questions

With a standalone Insighto ai MCP server, the agents and LLMs can only access a fixed set of Insighto ai tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Insighto ai and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. OpenAI Agents SDK fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Insighto ai tools.

Yes, absolutely. You can configure which Insighto ai scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Insighto ai data and credentials are handled as safely as possible.

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Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

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Harsha Gaddipati
Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

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Abhi Arya
Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

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CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

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Ryan Yu
Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

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Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

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Co-Founder, Ingram Technologies