Codeinterpreter MCP server for AI agents and assistants

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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No Auth

Codeinterpreter is a Python-based coding environment with built-in data analysis and visualization. It lets you instantly run scripts, plot results, and prototype solutions inside supported platforms.

5 Tools

Try Codeinterpreter now

Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
Codeinterpreter
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TOOLS

Supported Tools

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

Create Sandbox

Create a sandbox to execute python code in a Jupyter notebook cell.

Execute Code

Execute python code in a sandbox and return any result, stdout, stderr, and error.

Get File

Get a file from the sandbox and returns the file.

Run Terminal Command

Run a command in the terminal and returns the stdout, stderr, and error code.

Upload File

Upload a file to the sandbox environment.

SETUP GUIDE

Connect Codeinterpreter MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["codeinterpreter"],
  mcp: true,
});
Create a session scoped to Codeinterpreter and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "Run a Python script to generate and plot a random dataset.",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a Codeinterpreter request
SETUP GUIDE

Connect Codeinterpreter API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["codeinterpreter"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Codeinterpreter
3

Run Codeinterpreter tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "Run a Python script to generate and plot a random dataset." }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the Codeinterpreter tool calls through the session, and print the final answer

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

Rolling this out across your team?

Give your team centralized access control across every framework with Composio’s MCP Gateway.

EXPLORE MCP GATEWAY
FAQ

Frequently asked questions

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.

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

Yes. Composio is SOC 2 Type II compliant and is built to keep your Codeinterpreter connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.

Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.

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

When you connect a Codeinterpreter account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Codeinterpreter as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.

Whatever the credentials you connect allow inside Codeinterpreter. If Codeinterpreter lets you scope a key to specific permissions, create a scoped one so the agent can only do what you intend. You can revoke the key inside Codeinterpreter at any time.

Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Codeinterpreter connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.

Composio's free Hobby plan includes 100,000 tool calls per month with no credit card, which covers most personal Codeinterpreter use. Paid plans add higher limits and team features. Your Codeinterpreter plan and its API limits still apply as usual.

Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Codeinterpreter accounts).

With Composio, you connect Codeinterpreter once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.

Start with Codeinterpreter.It takes 30 seconds.

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