How to integrate Spoki MCP with OpenAI Agents SDK

This guide walks you through connecting Spoki to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Spoki agent that can list all whatsapp campaigns scheduled this week, get current report for your spoki account, update contact details for customer mario rossi through natural language commands. This guide will help you understand how to give your OpenAI Agents SDK agent real control over a Spoki account through Composio's Spoki MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Spoki is an Italian platform for automating WhatsApp communication via official APIs. It streamlines marketing, sales, support, and payment messaging for businesses.

57 Tools

Introduction

This guide walks you through connecting Spoki to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Spoki agent that can list all whatsapp campaigns scheduled this week, get current report for your spoki account, update contact details for customer mario rossi through natural language commands.

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

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

Also integrate Spoki with

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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 Spoki
  • Configure an AI agent that can use Spoki as a tool
  • Run a live chat session where you can ask the agent to perform Spoki 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 Spoki MCP server, and what's possible with it?

The Spoki MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Spoki account. It provides structured and secure access to your WhatsApp communication workflows, so your agent can manage contacts, send and organize campaigns, retrieve reports, and automate marketing or support tasks with ease.

  • Contact management and automation: Instantly create, update, or delete WhatsApp contacts, and enrich them with custom fields for personalized messaging and streamlined communication.
  • Campaign and automation insights: Let your agent list, search, and filter campaigns or automations, enabling real-time oversight and optimization of your marketing or support workflows.
  • Template and tag organization: Effortlessly retrieve, search, and manage WhatsApp message templates and tags, so your agent can keep communication assets organized and ready to use.
  • Account reporting and analytics: Obtain current reports on message and conversation metrics, giving your agent the power to monitor campaign performance and engagement at a glance.
  • Agency and team coordination: Fetch all accessible agencies for the authenticated account, supporting seamless collaboration across teams or business units from within your AI workflows.

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 Spoki 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 Spoki.
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 Spoki
const session = await composio.create(userId as string, {
  toolkits: ['spoki'],
});
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 spoki.
  • The router checks the user's Spoki connection and prepares the MCP endpoint.
  • The returned session.mcp.url is the MCP URL that your agent will use to access Spoki.
  • This approach keeps things lightweight and lets the agent request Spoki 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 Spoki. Help users perform Spoki 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 Spoki 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 Spoki 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 Spoki.
  • 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 Spoki 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: ['spoki'],
  });
  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 Spoki. Help users perform Spoki 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 Spoki MCP with OpenAI Agents SDK to build a functional AI agent that can interact with Spoki.

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 Spoki action and event your agent gets out of the box.

Add Contact Operator

Tool to assign an operator to a contact's chat.

Add Service User

Adds a new service user with a specific role to your Spoki account.

Check Role Private Key

Tool to check if a service user role has a private key configured.

Clone Template

Tool to create a duplicate copy of an existing template.

Create Account Onboarding Link

Tool to create an onboarding link for a specific Spoki account.

Create Custom Field

Creates a new custom field in Spoki for storing additional contact data.

Create Contact List

Creates a new contact list in Spoki for organizing and managing contacts.

Create Media File

Tool to create a new media file entry in Spoki.

Create or Update Contact

Creates a new contact or updates an existing contact in Spoki using the phone number as the unique identifier.

Create Template

Creates a new WhatsApp message template with localizations, buttons, and media headers.

Create Ticket

Tool to create a new support ticket in Spoki.

Delete contact

Tool to delete a specific contact.

Delete Custom Field

Tool to delete a specific custom field.

Delete list

Tool to delete a specific list.

Delete media file

Tool to delete a specific media file.

Delete role

Tool to delete a specific role.

Delete template

Tool to delete a WhatsApp template.

Delete ticket

Tool to delete a specific ticket.

Generate Role Private Key

Tool to generate a private key for a service user role.

Get Account Current Report

Tool to get the current report for a specified account.

List Accounts

Tool to retrieve a list of Spoki WhatsApp Business accounts with their details.

List Agencies

Tool to list all agencies accessible to the user.

List Automations

Tool to list, search, and filter automations.

List campaigns

Tool to list, search, and filter campaigns.

List Contacts

Tool to list, search, and filter contacts.

List Custom Fields

Tool to list, search, and filter custom fields.

List Lists

Tool to list, search, and filter contact lists.

List media

Tool to list media files.

List Partners

List all partners accessible to the authenticated account.

List Reports

Tool to list, search, and filter usage reports.

List Roles

Tool to list user roles in the system.

List tags

Lists all tags in the account.

List templates

Tool to list, search, and filter WhatsApp templates.

List Tickets

Tool to list, search, and filter tickets.

Remove All List Contacts

Tool to remove all contacts from a list.

Remove Contact Operator

Tool to remove an operator from a contact's chat.

Remove Contacts from List

Tool to remove specific contacts from a list.

Resend Invitation

Tool to resend an invitation email.

Retrieve Account

Retrieves detailed information about a specific Spoki WhatsApp Business account.

Retrieve Automation

Tool to retrieve details of a specific automation.

Retrieve Contact

Tool to retrieve details of a specific contact.

Retrieve Custom Field

Tool to retrieve details of a specific custom field.

Retrieve List

Tool to retrieve details of a specific list by ID.

Retrieve Media

Tool to retrieve details of a specific media file by ID.

Retrieve Role

Tool to retrieve details of a specific role by ID.

Retrieve Tag

Tool to retrieve details of a specific tag.

Retrieve Template

Tool to retrieve details of a specific template.

Revert Template to Draft

Tool to revert a WhatsApp template back to DRAFT status, removing it from WhatsApp.

Bulk Sync Contacts

Tool to bulk sync (create or update) multiple contacts in a single request.

Sync Contacts to List

Tool to create or update contacts and add them to a specific list in Spoki.

Update Campaign

Tool to update an existing campaign's name, status, or scheduled time.

Update Contact

Tool to update an existing contact in Spoki.

Update Custom Field

Tool to update a specific custom field.

Update Invitation Role

Tool to update the role of a pending invitation.

Update Media

Tool to update an existing media file in Spoki.

Update Role

Tool to update a user's role.

Update Template

Tool to update an existing WhatsApp template in Spoki.

FRAMEWORKS

How to build Spoki MCP Agent with another framework

Claude Agent SDK logo

Claude Agent SDK

Use Spoki MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Spoki MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Spoki MCP with Claude Cowork

Codex logo

Codex

Use Spoki MCP with Codex

OpenClaw logo

OpenClaw

Use Spoki MCP with OpenClaw

Hermes logo

Hermes

Use Spoki MCP with Hermes

CLI logo

CLI

Use Spoki MCP with CLI

Google ADK logo

Google ADK

Use Spoki MCP with Google ADK

LangChain logo

LangChain

Use Spoki MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Spoki MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Spoki MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Spoki MCP with LlamaIndex

CrewAI logo

CrewAI

Use Spoki MCP with CrewAI

FAQ

Frequently asked questions

With a standalone Spoki MCP server, the agents and LLMs can only access a fixed set of Spoki tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Spoki 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 Spoki tools.

Yes, absolutely. You can configure which Spoki 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 Spoki data and credentials are handled as safely as possible.

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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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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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