# How to integrate Simplekpi MCP with OpenAI Agents SDK

```json
{
  "title": "How to integrate Simplekpi MCP with OpenAI Agents SDK",
  "toolkit": "Simplekpi",
  "toolkit_slug": "simplekpi",
  "framework": "OpenAI Agents SDK",
  "framework_slug": "open-ai-agents-sdk",
  "url": "https://composio.dev/toolkits/simplekpi/framework/open-ai-agents-sdk",
  "markdown_url": "https://composio.dev/toolkits/simplekpi/framework/open-ai-agents-sdk.md",
  "updated_at": "2026-03-29T06:50:40.641Z"
}
```

## Introduction

This guide walks you through connecting Simplekpi to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Simplekpi agent that can show me top performing kpis this month, add a new kpi for sales pipeline, generate a report on marketing metrics through natural language commands.
This guide will help you understand how to give your OpenAI Agents SDK agent real control over a Simplekpi account through Composio's Simplekpi MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate Simplekpi with

- [Claude Agent SDK](https://composio.dev/toolkits/simplekpi/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/simplekpi/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/simplekpi/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/simplekpi/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/simplekpi/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/simplekpi/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/simplekpi/framework/cli)
- [Google ADK](https://composio.dev/toolkits/simplekpi/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/simplekpi/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/simplekpi/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/simplekpi/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/simplekpi/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/simplekpi/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 Simplekpi
- Configure an AI agent that can use Simplekpi as a tool
- Run a live chat session where you can ask the agent to perform Simplekpi 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 Simplekpi MCP server, and what's possible with it?

The Simplekpi MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Simplekpi account. It provides structured and secure access so your agent can perform Simplekpi operations on your behalf.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `SIMPLEKPI_ADD_USER_GROUP_ITEM` | Add User Group Item | Tool to assign a group item to a user in SimpleKPI. Use when you need to add a group item to a specific user's profile. |
| `SIMPLEKPI_ADD_USER_KPI` | Add User KPI | Tool to assign a KPI to a user in SimpleKPI. Use when you need to link a KPI to a specific user with optional custom target and display order. |
| `SIMPLEKPI_CREATE_CATEGORY_KPI` | Create Category KPI | Tool to create a new KPI within a category in SimpleKPI. Use when you need to add a new performance indicator to track metrics like sales, revenue, or customer satisfaction. |
| `SIMPLEKPI_CREATE_GROUP` | Create Group | Tool to create a new group in SimpleKPI. Use when you need to organize KPIs or users into logical groups for better organization and reporting. |
| `SIMPLEKPI_CREATE_GROUP_ITEM` | Create Group Item | Tool to create a new item within a group in SimpleKPI. Use when you need to add a new item to an existing group for organizing KPIs or data. |
| `SIMPLEKPI_CREATE_KPI` | Create KPI | Tool to create a new KPI with specified configuration. Use when you need to add a new Key Performance Indicator to track metrics. |
| `SIMPLEKPI_CREATE_KPI_CATEGORY` | Create KPI Category | Tool to create a new KPI category in SimpleKPI. Use when you need to organize KPIs into logical groups or categories. |
| `SIMPLEKPI_CREATE_KPI_UNIT` | Create KPI Unit | Tool to create a new KPI unit in SimpleKPI. Use when you need to define a measurement unit for KPI tracking. |
| `SIMPLEKPI_BATCH_KPI_ENTRIES` | Batch KPI Entries | Tool to batch create or update multiple KPI entries at once. Use when you need to load multiple KPI data points efficiently (up to 5000 entries per batch). Each entry must have a kpi_id, entry_date, and either email or user_id. |
| `SIMPLEKPI_CREATE_USER` | Create User | Tool to create a new user account in SimpleKPI. Use when you need to add a new user with specific permissions and access levels. |
| `SIMPLEKPI_DELETE_CATEGORY_KPI` | Delete Category KPI | Tool to delete a KPI from a category. Use when you need to remove a specific KPI from a category. |
| `SIMPLEKPI_DELETE_GROUP` | Delete Group | Tool to delete a group by ID. Use when you need to permanently remove a group from the system. |
| `SIMPLEKPI_DELETE_GROUP_ITEM` | Delete Group Item | Tool to delete a group item by ID. Use when you need to remove an item from a specific group. |
| `SIMPLEKPI_DELETE_KPI` | Delete KPI | Tool to delete a KPI by ID. Use when you need to permanently remove a specific KPI from the system. |
| `SIMPLEKPI_DELETE_KPI_CATEGORY` | Delete KPI Category | Tool to delete a KPI category by its ID. Use when you need to remove a KPI category from the system. |
| `SIMPLEKPI_DELETE_KPI_ENTRY` | Delete KPI Entry | Tool to delete a KPI entry by ID. Use when you need to permanently remove a specific KPI entry from the system. |
| `SIMPLEKPI_DELETE_KPI_UNIT` | Delete KPI Unit | Tool to delete a KPI unit by its ID. Use when you need to remove a KPI unit from the system. |
| `SIMPLEKPI_DELETE_USER` | Delete User | Tool to delete a user account by ID. Use when you need to permanently remove a user from the system. |
| `SIMPLEKPI_DELETE_USER_GROUP_ITEM` | Delete User Group Item | Tool to remove a group item assignment from a user. Use when you need to unassign a specific group item from a user. |
| `SIMPLEKPI_DELETE_USER_KPI` | Delete User KPI | Tool to remove a KPI assignment from a user. Use when you need to unassign or delete a specific KPI from a user's profile. |
| `SIMPLEKPI_GET_ALL_DATA_ENTRIES` | Get All Data Entries | Tool to retrieve processed KPI data entries for reports including calculated KPIs. Use when you need comprehensive report data with KPI metrics, targets, and metadata. Returns up to 10,000 entries with details like kpiId, kpiName, itemName, period, actual, target, and notes. |
| `SIMPLEKPI_GET_CATEGORY_KPI` | Get Category KPI | Tool to retrieve a specific KPI within a category. Use when you need detailed information about a particular KPI including its name, description, target values, and configuration settings. |
| `SIMPLEKPI_GET_GROUP` | Get Group | Tool to get a specific group by ID from SimplekPI. Use when you need to retrieve detailed information about a particular group. |
| `SIMPLEKPI_GET_GROUP_ITEM` | Get Group Item | Tool to retrieve a specific group item by ID. Use when you need to fetch details of a particular item within a group. |
| `SIMPLEKPI_GET_KPI_BY_ID` | Get KPI by ID | Tool to retrieve a specific KPI by ID from SimpleKPI. Use when you need detailed information about a particular KPI including its configuration, targets, and metadata. |
| `SIMPLEKPI_GET_KPI_CATEGORY` | Get KPI Category | Tool to get a specific KPI category by ID from SimpleKPI. Use when you need to retrieve detailed information about a particular KPI category. |
| `SIMPLEKPI_GET_KPI_ENTRY` | Get KPI Entry | Tool to retrieve a specific KPI entry by ID. Use when you need to fetch detailed information about a particular KPI entry including actual values, targets, notes, and timestamps. |
| `SIMPLEKPI_GET_KPI_FREQUENCY` | Get KPI Frequency | Tool to get a specific KPI frequency by ID from SimplekPI. Use when you need to retrieve information about a particular frequency setting for KPIs. |
| `SIMPLEKPI_GET_KPI_ICON_BY_ID` | Get KPI Icon by ID | Tool to retrieve a specific KPI icon by ID. Use when you need to get icon details including the icon name which can be used to construct the icon URL. |
| `SIMPLEKPI_GET_KPI_UNIT` | Get KPI Unit | Tool to get a specific KPI unit by ID from SimpleKPI. Use when you need to retrieve detailed information about a particular KPI unit including its format specifications and metadata. |
| `SIMPLEKPI_GET_USER_BY_ID` | Get User by ID | Tool to retrieve a specific user by ID. Use when you need to get details about a particular user account. |
| `SIMPLEKPI_GET_USER_GROUP_ITEM` | Get User Group Item | Tool to get a specific group item assigned to a user. Use when you need to retrieve details of a particular group item for a user. |
| `SIMPLEKPI_GET_USER_KPI` | Get User KPI | Tool to retrieve a specific KPI assigned to a user. Use when you need details about a particular KPI assignment for a user. |
| `SIMPLEKPI_LIST_CATEGORY_KPIS` | List Category KPIs | Tool to retrieve all KPIs within a specific category. Use when you need to list or inspect KPIs belonging to a particular category. |
| `SIMPLEKPI_LIST_GROUP_ITEMS` | List Group Items | Tool to get all items within a group. Use when you need to retrieve the complete list of items belonging to a specific group. |
| `SIMPLEKPI_LIST_GROUPS` | List Groups | Tool to retrieve all groups from SimpleKPI. Use when you need to list groups for organizing users and company hierarchy. |
| `SIMPLEKPI_LIST_KPI_CATEGORIES` | List KPI Categories | Tool to get all KPI categories. Use when you need to retrieve the complete list of KPI categories for organizing KPIs. |
| `SIMPLEKPI_LIST_KPI_ENTRIES` | List KPI Entries | Tool to get all KPI entries filtered by date range and optional criteria. Use when you need to retrieve KPI data for analysis or reporting. Returns a maximum of 500 entries per page. Use pagination parameters (rows, page) to retrieve additional entries. |
| `SIMPLEKPI_LIST_KPI_FREQUENCIES` | List KPI Frequencies | Tool to get all KPI frequencies. Use when you need to retrieve available data entry frequency options (Daily, Weekly, Monthly, etc.) for KPI configuration. |
| `SIMPLEKPI_LIST_KPI_ICONS` | List KPI Icons | Tool to retrieve all KPI icons from SimpleKPI. Use when you need to get available icons for display purposes or to help identify KPIs. |
| `SIMPLEKPI_LIST_ALL_KPIS` | List All KPIs | Tool to retrieve all KPIs from a SimpleKPI account. Use when you need to list all available KPIs with their configurations, targets, and metadata. |
| `SIMPLEKPI_LIST_ALL_KPI_UNITS` | List All KPI Units | Tool to retrieve all KPI units from a SimpleKPI account. Use when you need to list available units that describe how KPI values are displayed (currency, percentage, etc.). |
| `SIMPLEKPI_LIST_USER_GROUP_ITEMS` | List User Group Items | Tool to get all group items assigned to a user. Use when you need to retrieve group assignments for a specific user in SimpleKPI. |
| `SIMPLEKPI_LIST_USER_KPIS` | List User KPIs | Tool to get all KPIs assigned to a specific user. Use when you need to retrieve what KPIs a user can enter data against and analyze. |
| `SIMPLEKPI_UPDATE_CATEGORY_KPI` | Update Category KPI | Tool to update a KPI within a category. Use when you need to modify KPI details such as name, target, frequency, or aggregation method. |
| `SIMPLEKPI_UPDATE_GROUP` | Update Group | Tool to update an existing group in SimpleKPI. Use when you need to modify a group's name or display order. |
| `SIMPLEKPI_UPDATE_GROUP_ITEM` | Update Group Item | Tool to update an existing item in a SimpleKPI group. Use when you need to modify the name or sort order of a group item. Requires both group_id and item id to identify the item to update. Both name and sort_order must be provided. |
| `SIMPLEKPI_UPDATE_KPI` | Update KPI | Tool to update an existing KPI in SimpleKPI. Use when you need to modify KPI properties such as name, description, target values, or settings. |
| `SIMPLEKPI_UPDATE_KPI_ENTRY` | Update KPI Entry | Tool to update an existing KPI entry in SimpleKPI. Use when modifying entry values, targets, or notes for a specific KPI entry. At least one of actual, target, or notes must be provided (actual cannot be null if both target and notes are null). |
| `SIMPLEKPI_UPDATE_KPI_UNIT` | Update KPI Unit | Tool to update an existing KPI unit in SimpleKPI. Use when you need to modify unit properties such as name, entry format, display format, or percentage status. |
| `SIMPLEKPI_UPDATE_USER` | Update User | Tool to update an existing user account in SimpleKPI. Use when you need to modify user details such as type, status, name, or permissions. |

## Supported Triggers

None listed.

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

The Simplekpi MCP server is an implementation of the Model Context Protocol that connects your AI agent to Simplekpi. It provides structured and secure access so your agent can perform Simplekpi 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 Simplekpi 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 Simplekpi.
```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 simplekpi.
- The router checks the user's Simplekpi connection and prepares the MCP endpoint.
- The returned session.mcp.url is the MCP URL that your agent will use to access Simplekpi.
- This approach keeps things lightweight and lets the agent request Simplekpi tools only when needed during the conversation.
```python
# Create a Simplekpi Tool Router session
session = composio.create(
    user_id=user_id,
    toolkits=["simplekpi"]
)

mcp_url = session.mcp.url
```

```typescript
// Create Tool Router session for Simplekpi
const session = await composio.create(userId as string, {
  toolkits: ['simplekpi'],
});
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 Simplekpi. "
        "Help users perform Simplekpi 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 Simplekpi. Help users perform Simplekpi 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=["simplekpi"]
)
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 Simplekpi. "
        "Help users perform Simplekpi 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: ['simplekpi'],
  });
  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 Simplekpi. Help users perform Simplekpi 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 Simplekpi MCP with OpenAI Agents SDK to build a functional AI agent that can interact with Simplekpi.
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 Simplekpi MCP Agent with another framework

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

## Related Toolkits

- [Google Sheets](https://composio.dev/toolkits/googlesheets) - Google Sheets is a cloud-based spreadsheet tool for real-time collaboration and data analysis. It lets teams work together from anywhere, updating information instantly.
- [Notion](https://composio.dev/toolkits/notion) - Notion is a collaborative workspace for notes, docs, wikis, and tasks. It streamlines team knowledge, project tracking, and workflow customization in one place.
- [Airtable](https://composio.dev/toolkits/airtable) - Airtable combines the flexibility of spreadsheets with the power of a database for easy project and data management. Teams use Airtable to organize, track, and collaborate with custom views and automations.
- [Asana](https://composio.dev/toolkits/asana) - Asana is a collaborative work management platform for teams to organize and track projects. It streamlines teamwork, boosts productivity, and keeps everyone aligned on goals.
- [Google Tasks](https://composio.dev/toolkits/googletasks) - Google Tasks is a to-do list and task management tool integrated into Gmail and Google Calendar. It helps you organize, track, and complete tasks across your Google ecosystem.
- [Linear](https://composio.dev/toolkits/linear) - Linear is a modern issue tracking and project planning tool for fast-moving teams. It helps streamline workflows, organize projects, and boost productivity.
- [Firecrawl](https://composio.dev/toolkits/firecrawl) - Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.
- [Tavily](https://composio.dev/toolkits/tavily) - Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research.
- [Jira](https://composio.dev/toolkits/jira) - Jira is Atlassian’s platform for bug tracking, issue tracking, and agile project management. It helps teams organize work, prioritize tasks, and deliver projects efficiently.
- [Exa](https://composio.dev/toolkits/exa) - Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows.
- [Serpapi](https://composio.dev/toolkits/serpapi) - SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research.
- [Clickup](https://composio.dev/toolkits/clickup) - ClickUp is an all-in-one productivity platform for managing tasks, docs, goals, and team collaboration. It streamlines project workflows so teams can work smarter and stay organized in one place.
- [Monday](https://composio.dev/toolkits/monday) - Monday.com is a customizable work management platform for project planning and collaboration. It helps teams organize tasks, automate workflows, and track progress in real time.
- [Peopledatalabs](https://composio.dev/toolkits/peopledatalabs) - Peopledatalabs delivers B2B data enrichment and identity resolution APIs. Supercharge your apps with accurate, up-to-date business and contact data.
- [Snowflake](https://composio.dev/toolkits/snowflake) - Snowflake is a cloud data warehouse built for elastic scaling, secure data sharing, and fast SQL analytics across major clouds.
- [Posthog](https://composio.dev/toolkits/posthog) - PostHog is an open-source analytics platform for tracking user interactions and product metrics. It helps teams refine features, analyze funnels, and reduce churn with actionable insights.
- [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time.
- [Agiled](https://composio.dev/toolkits/agiled) - Agiled is an all-in-one business management platform for CRM, projects, and finance. It helps you streamline workflows, consolidate client data, and manage business processes in one place.
- [Amplitude](https://composio.dev/toolkits/amplitude) - Amplitude is a digital analytics platform for product and behavioral data insights. It helps teams analyze user journeys and make data-driven decisions quickly.
- [Ascora](https://composio.dev/toolkits/ascora) - Ascora is a cloud-based field service management platform for service businesses. It streamlines scheduling, invoicing, and customer operations in one place.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Simplekpi MCP?

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

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

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

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