Ai ml api MCP server for AI agents and assistants

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Ai ml api MCP or direct API to generate text, process images, analyze content, and automate ML workflows through natural language.

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Api Key

Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.

30 Tools

Try Ai ml api now

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

TOOL ROUTER PLAYGROUND
Ai ml api
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TOOLS

Supported Tools

Every Ai ml api action and event your agent gets out of the box.

Cancel Run

Tool to cancel a run that is currently in progress.

Create Assistant

Tool to create an AI assistant with configurable model, instructions, and tools.

Create Message

Tool to create a new message in a thread.

Create Run

Tool to create a run that executes an assistant on a thread.

Create Thread

Tool to create a new thread for conversation with an assistant.

Delete Assistant

Tool to delete an assistant by ID.

Delete Message

Tool to delete a specific message from a thread.

Delete Thread

Tool to delete a thread by its ID.

Get Assistant

Tool to retrieve details of a specific assistant by ID.

Get Billing Balance

Tool to retrieve the current billing balance for the account.

Get Luma Generation

Tool to fetch Luma AI video generation results by generation IDs.

Get Message

Tool to retrieve information about a specific message by its ID.

Get Response by ID

Tool to retrieve a previously generated model response by its unique ID.

Get Run

Tool to retrieve a specific run by ID from a thread.

Get Run Step

Tool to retrieve a specific run step by its ID within a thread and run.

Get Thread

Tool to retrieve information about a specific thread by ID.

List Assistants

Tool to list all assistants associated with the account.

List Batches

Tool to get the status or results of a batch processing job.

List Luma AI Generations

Tool to fetch user's Luma AI video generations.

List Thread Messages

Tool to retrieve a list of messages from a specific thread.

List Models

Tool to list all available AI models from the AI/ML API.

List Models With Details

Tool to list all available AI/ML models with detailed information including pricing, features, and capabilities.

List Runs

Tool to list all runs for a specific thread.

List Run Steps

Tool to list the steps in a run.

Submit Tool Outputs

Tool to submit tool outputs for a run that requires action.

Text Chat Completion

Tool to generate text completions or chat responses using a specified LLM model.

Update Assistant

Tool to modify an existing assistant's properties including name, instructions, model, and tools.

Update Message

Tool to modify metadata for a specific message in a thread.

Update Run

Tool to update a run's metadata with key-value pairs.

Update Thread

Tool to update thread metadata and tool resources in the AI/ML API.

SETUP GUIDE

Connect Ai ml api MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
Install the Composio SDK and Claude Agent SDK
2

Create Tool Router Session

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

const composio = new Composio({ apiKey: 'your-api-key' });

console.log("Creating Tool Router session...");
const { mcp } = await composio.create('your-user-id');
console.log(`Tool Router session created: ${mcp.url}`);
Initialize the Composio client and create a Tool Router session
3

Connect to AI Agent

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

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: mcp.url,
    headers: { 'x-api-key': 'your-composio-api-key' }
  }
});

const tools = await client.tools();

const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{ role: 'user', content: 'Classify this text for safety using moderation model' }],
  stopWhen: stepCountIs( 5 )
});

console.log(`Agent: ${text}`);
Use the MCP server with your AI agent
SETUP GUIDE

Connect Ai ml api API Tool with your Agent

1

Install Composio

typescript
npm install @composio/openai
Install the Composio SDK
2

Initialize Composio and Create Tool Router Session

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

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
Import and initialize Composio client, then create a Tool Router session
3

Execute Ai ml api Tools via Tool Router with Your Agent

typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'Classify an uploaded image for inappropriate content'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
Get tools from Tool Router session and execute Ai ml api actions with your Agent

Why Use Composio?

AI Native Ai ml api Integration

  • Supports both Ai ml api MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Ai ml api data

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke Ai ml api access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Ai ml api
  • Scoped, least privilege access to Ai ml api resources
  • Full audit trail of agent actions to support review and compliance

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

Yes, Ai ml api requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

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 Ai ml api 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.

Create the key in your Ai ml api account settings, then paste it once on Composio's connection page. Composio stores it encrypted and uses it only for the Ai ml api actions your agent runs. Nobody else in your workspace can read it, and you can revoke it inside Ai ml api at any time.

When you connect a Ai ml api account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Ai ml api 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 Ai ml api. If Ai ml api 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 Ai ml api 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 Ai ml api 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.

The connection stops working the moment Ai ml api rejects the old key. Create a new key in Ai ml api and reconnect the account from the Composio dashboard or by asking your agent to reconnect Ai ml api. Nothing else changes.

Composio's free plan includes 100,000 tool calls per month with no credit card, which covers most personal Ai ml api use. Paid plans add higher limits and team features. Your Ai ml api 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 Ai ml api accounts).

With Composio, you connect Ai ml api 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.

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