Codeinterpreter Integration for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Codeinterpreter MCP or direct API to run Python scripts, analyze datasets, generate plots, and prototype code—all through natural language.
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Supported Tools

Tools
Create SandboxCreate a sandbox to execute python code in a jupyter notebook cell.
Execute CodeExecute python code in a sandbox and return any result, stdout, stderr, and error.
Get FileGet a file from the sandbox and returns the file.
Run Terminal CommandRun a command in the terminal and returns the stdout, stderr, and error code.
Upload FileUpload a file to the sandbox environment.

Connect Codeinterpreter MCP Tool with your Agent

Python
TypeScript

Install Composio

python
pip install composio claude-agent-sdk
Install the Composio SDK and Claude Agent SDK

Create Tool Router Session

python
from composio import Composio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions

composio = Composio(api_key='your-composio-api-key')
session = composio.create(user_id='your-user-id')
url = session.mcp.url
Initialize the Composio client and create a Tool Router session

Connect to AI Agent

python
import asyncio

options = ClaudeAgentOptions(
    permission_mode='bypassPermissions',
    mcp_servers={
        'tool_router': {
            'type': 'http',
            'url': url,
            'headers': {
                'x-api-key': 'your-composio-api-key'
            }
        }
    },
    system_prompt='You are a helpful assistant with access to Codeinterpreter tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Execute Python script to plot a bar chart from sample data')
        async for message in client.receive_response():
            if hasattr(message, 'content'):
                for block in message.content:
                    if hasattr(block, 'text'):
                        print(block.text)

asyncio.run(main())
Use the MCP server with your AI agent

Connect Codeinterpreter API Tool with your Agent

Python
TypeScript

Install Composio

python
pip install composio_openai
Install the Composio SDK

Initialize Composio and Create Tool Router Session

python
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
openai = OpenAI()
session = composio.create(user_id='your-user-id')
Import and initialize Composio client, then create a Tool Router session

Execute Codeinterpreter Tools via Tool Router with Your Agent

python
tools = session.tools
response = openai.responses.create(
  model='gpt-4.1',
  tools=tools,
  input=[{
    'role': 'user',
    'content': 'Run a Python script to generate and plot a random dataset.'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
Get tools from Tool Router session and execute Codeinterpreter actions with your Agent

Why Use Composio?

AI Native Codeinterpreter Integration

  • Supports both Codeinterpreter MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for running scripts, analyzing data, and visualizing results

Managed Auth

  • Zero setup—Codeinterpreter uses no authentication for seamless onboarding
  • Central place to manage, scope, and monitor access
  • Per user and per environment isolation, no shared credentials

Agent Optimized Design

  • Tools tuned using real error and success rates for reliability
  • Comprehensive logs track code execution and outputs for every run

Enterprise Grade Security

  • Fine-grained RBAC to control which agents and users can execute code
  • Scoped, sandboxed code execution environments
  • Full audit trail of agent code runs and data access

Use Codeinterpreter with any AI Agent Framework

Choose a Framework you want to connect Codeinterpreter with

Frequently Asked Questions

Do I need my own developer credentials to use Codeinterpreter with Composio?

No developer credentials needed! Codeinterpreter doesn't require authentication, so you can dive right in and start building with Composio—no setup or extra configuration required.

Can I use multiple toolkits together?

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

Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

What if the API changes?

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

Used by agents from

Context
ASU
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
ASU
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
ASU
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

Never worry about agent reliability

We handle tool reliability, observability, and security so you never have to second-guess an agent action.

Book a call↗Get started for free