# How to integrate Nocrm io MCP with OpenAI Agents SDK

```json
{
  "title": "How to integrate Nocrm io MCP with OpenAI Agents SDK",
  "toolkit": "Nocrm io",
  "toolkit_slug": "nocrm_io",
  "framework": "OpenAI Agents SDK",
  "framework_slug": "open-ai-agents-sdk",
  "url": "https://composio.dev/toolkits/nocrm_io/framework/open-ai-agents-sdk",
  "markdown_url": "https://composio.dev/toolkits/nocrm_io/framework/open-ai-agents-sdk.md",
  "updated_at": "2026-05-12T10:20:20.566Z"
}
```

## Introduction

This guide walks you through connecting Nocrm io to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Nocrm io agent that can create a new lead for acme corp, add 'hot prospect' tag to lead 12345, assign lead 67890 to john smith through natural language commands.
This guide will help you understand how to give your OpenAI Agents SDK agent real control over a Nocrm io account through Composio's Nocrm io MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate Nocrm io with

- [ChatGPT](https://composio.dev/toolkits/nocrm_io/framework/chatgpt)
- [Claude Agent SDK](https://composio.dev/toolkits/nocrm_io/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/nocrm_io/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/nocrm_io/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/nocrm_io/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/nocrm_io/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/nocrm_io/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/nocrm_io/framework/cli)
- [Google ADK](https://composio.dev/toolkits/nocrm_io/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/nocrm_io/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/nocrm_io/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/nocrm_io/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/nocrm_io/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/nocrm_io/framework/crew-ai)

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

The Nocrm io MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Nocrm io account. It provides structured and secure access to your lead management workflows, so your agent can create leads, assign owners, update statuses, tag and organize prospects, and manage teams automatically on your behalf.
- Automated lead creation and tracking: Instantly add new leads to your pipeline and ensure they're properly assigned to the right users for follow-up.
- Status and lifecycle management: Change lead statuses—like switching to 'standby' for scheduled follow-ups or marking leads as 'cancelled'—to keep your pipeline up to date.
- Contextual lead updates: Append notes or tags to lead descriptions, helping sales teams capture every interaction and never lose important context.
- Team and assignment coordination: Assign or reassign leads to users and fetch all teams and members, making it easier to distribute workload and manage ownership.
- Lead duplication and cleanup: Effortlessly duplicate high-value leads for multi-step workflows, or permanently delete leads when they’re no longer needed, keeping your CRM organized.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `NOCRM_IO_ADD_A_TAG_TO_A_LEAD` | Add a tag to a lead | Tool to add a tag to a lead. Use when you need to assign one or more tags to a specified lead via noCRM.io. |
| `NOCRM_IO_APPEND_TO_LEADS_DESCRIPTION` | Append to lead's description | Tool to append text to the lead's description. Use when you need to add context incrementally without overwriting. Example: Append 'Left voicemail' to lead 1234. |
| `NOCRM_IO_ASSIGN_LEAD_TO_USER` | Assign Lead to User | Tool to assign a lead to a user. Use when reassigning a lead to the correct owner to trigger assignment notification. |
| `NOCRM_IO_CHANGE_LEAD_STATUS_CANCELLED` | Change Lead Status to Cancelled | Tool to change a lead's status to 'Cancelled'. Use after confirming no further follow-up is needed and the lead should be marked as cancelled. |
| `NOCRM_IO_CHANGE_LEAD_STATUS_STANDBY` | Change lead status standby | Tool to change a lead's status to 'StandBy'. Use when scheduling follow-up after determining the next contact should occur in a set number of days. |
| `NOCRM_IO_CREATE_LEAD` | Create Lead | Tool to create a new lead. Use when adding a fresh prospect to your pipeline via noCRM.io. Example: Create a lead titled 'ACME Corp' assigned to a user. |
| `NOCRM_IO_DELETE_LEAD` | Delete Lead | Tool to delete a lead. Use when you need to permanently remove a specific lead after verifying it is no longer needed. |
| `NOCRM_IO_DUPLICATE_LEAD` | Duplicate Lead | Tool to duplicate a lead. Use when cloning an existing lead into a new step without overwriting original. |
| `NOCRM_IO_LIST_ALL_TEAMS` | List All Teams | Tool to retrieve all teams. Use when you need to fetch every team and its members from noCRM.io. |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The Nocrm io MCP server is an implementation of the Model Context Protocol that connects your AI agent to Nocrm io. It provides structured and secure access so your agent can perform Nocrm io operations on your behalf through a secure, permission-based interface.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

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

### 1. Getting API Keys for OpenAI and Composio

OpenAI API Key
- Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) 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
- Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs).
- Go to Settings and copy your API key.

### 2. Install dependencies

Install the Composio SDK and the OpenAI Agents SDK.
```python
pip install composio_openai_agents openai-agents python-dotenv
```

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

### 3. Set up environment variables

Create a .env file and add your OpenAI and Composio API keys.
```bash
OPENAI_API_KEY=sk-...your-api-key
COMPOSIO_API_KEY=your-api-key
USER_ID=composio_user@gmail.com
```

### 4. Import dependencies

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 Nocrm io.
```python
import asyncio
import os
from dotenv import load_dotenv

from composio import Composio
from composio_openai_agents import OpenAIAgentsProvider
from agents import Agent, Runner, HostedMCPTool, SQLiteSession
```

```typescript
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';
```

### 5. Set up the Composio instance

No description provided.
```python
load_dotenv()

api_key = os.getenv("COMPOSIO_API_KEY")
user_id = os.getenv("USER_ID")

if not api_key:
    raise RuntimeError("COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key")

# Initialize Composio
composio = Composio(api_key=api_key, provider=OpenAIAgentsProvider())
```

```typescript
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(),
});
```

### 6. Create a Tool Router session

What is happening:
- You give the Tool Router the user id and the toolkits you want available. Here, it is only nocrm_io.
- The router checks the user's Nocrm io connection and prepares the MCP endpoint.
- The returned session.mcp.url is the MCP URL that your agent will use to access Nocrm io.
- This approach keeps things lightweight and lets the agent request Nocrm io tools only when needed during the conversation.
```python
# Create a Nocrm io Tool Router session
session = composio.create(
    user_id=user_id,
    toolkits=["nocrm_io"]
)

mcp_url = session.mcp.url
```

```typescript
// Create Tool Router session for Nocrm io
const session = await composio.create(userId as string, {
  toolkits: ['nocrm_io'],
});
const mcpUrl = session.mcp.url;
```

### 7. Configure the agent

No description provided.
```python
# Configure agent with MCP tool
agent = Agent(
    name="Assistant",
    model="gpt-5",
    instructions=(
        "You are a helpful assistant that can access Nocrm io. "
        "Help users perform Nocrm io operations through natural language."
    ),
    tools=[
        HostedMCPTool(
            tool_config={
                "type": "mcp",
                "server_label": "tool_router",
                "server_url": mcp_url,
                "headers": {"x-api-key": api_key},
                "require_approval": "never",
            }
        )
    ],
)
```

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

### 8. Start chat loop and handle conversation

No description provided.
```python
print("\nComposio Tool Router session created.")

chat_session = SQLiteSession("conversation_openai_toolrouter")

print("\nChat started. Type your requests below.")
print("Commands: 'exit', 'quit', or 'q' to end\n")

async def main():
    try:
        result = await Runner.run(
            agent,
            "What can you help me with?",
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")
    except Exception as e:
        print(f"Error: {e}\n")

    while True:
        user_input = input("You: ").strip()
        if user_input.lower() in {"exit", "quit", "q"}:
            print("Goodbye!")
            break

        result = await Runner.run(
            agent,
            user_input,
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")

asyncio.run(main())
```

```typescript
// 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);
});
```

## Complete Code

```python
import asyncio
import os
from dotenv import load_dotenv

from composio import Composio
from composio_openai_agents import OpenAIAgentsProvider
from agents import Agent, Runner, HostedMCPTool, SQLiteSession

load_dotenv()

api_key = os.getenv("COMPOSIO_API_KEY")
user_id = os.getenv("USER_ID")

if not api_key:
    raise RuntimeError("COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key")

# Initialize Composio
composio = Composio(api_key=api_key, provider=OpenAIAgentsProvider())

# Create Tool Router session
session = composio.create(
    user_id=user_id,
    toolkits=["nocrm_io"]
)
mcp_url = session.mcp.url

# Configure agent with MCP tool
agent = Agent(
    name="Assistant",
    model="gpt-5",
    instructions=(
        "You are a helpful assistant that can access Nocrm io. "
        "Help users perform Nocrm io operations through natural language."
    ),
    tools=[
        HostedMCPTool(
            tool_config={
                "type": "mcp",
                "server_label": "tool_router",
                "server_url": mcp_url,
                "headers": {"x-api-key": api_key},
                "require_approval": "never",
            }
        )
    ],
)

print("\nComposio Tool Router session created.")

chat_session = SQLiteSession("conversation_openai_toolrouter")

print("\nChat started. Type your requests below.")
print("Commands: 'exit', 'quit', or 'q' to end\n")

async def main():
    try:
        result = await Runner.run(
            agent,
            "What can you help me with?",
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")
    except Exception as e:
        print(f"Error: {e}\n")

    while True:
        user_input = input("You: ").strip()
        if user_input.lower() in {"exit", "quit", "q"}:
            print("Goodbye!")
            break

        result = await Runner.run(
            agent,
            user_input,
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")

asyncio.run(main())
```

```typescript
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: ['nocrm_io'],
  });
  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 Nocrm io. Help users perform Nocrm io 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 Nocrm io MCP with OpenAI Agents SDK to build a functional AI agent that can interact with Nocrm io.
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.

## How to build Nocrm io MCP Agent with another framework

- [ChatGPT](https://composio.dev/toolkits/nocrm_io/framework/chatgpt)
- [Claude Agent SDK](https://composio.dev/toolkits/nocrm_io/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/nocrm_io/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/nocrm_io/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/nocrm_io/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/nocrm_io/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/nocrm_io/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/nocrm_io/framework/cli)
- [Google ADK](https://composio.dev/toolkits/nocrm_io/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/nocrm_io/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/nocrm_io/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/nocrm_io/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/nocrm_io/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/nocrm_io/framework/crew-ai)

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- [Capsule crm](https://composio.dev/toolkits/capsule_crm) - Capsule CRM is a user-friendly CRM platform for managing contacts and sales pipelines. It helps businesses organize relationships and streamline their sales process efficiently.
- [Centralstationcrm](https://composio.dev/toolkits/centralstationcrm) - CentralStationCRM is an easy-to-use CRM software focused on collaboration and long-term customer relationships. It helps teams manage contacts, deals, and communications all in one place.
- [Clientary](https://composio.dev/toolkits/clientary) - Clientary is a platform for managing clients, invoices, projects, proposals, and more. It streamlines client work and saves you serious admin time.
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- [Dynamics365](https://composio.dev/toolkits/dynamics365) - Dynamics 365 is Microsoft's platform combining CRM, ERP, and productivity apps. It streamlines sales, marketing, service, and operations in one place.
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- [Fireberry](https://composio.dev/toolkits/fireberry) - Fireberry is a CRM platform that streamlines customer and sales management. It helps businesses organize contacts, automate sales, and integrate with other business tools.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Nocrm io MCP?

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

### Can I use Tool Router MCP with OpenAI Agents SDK?

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 Nocrm io tools.

### Can I manage the permissions and scopes for Nocrm io while using Tool Router?

Yes, absolutely. You can configure which Nocrm io 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.

### How safe is my data with Composio Tool Router?

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 Nocrm io data and credentials are handled as safely as possible.

---
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