Replicate Integration for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Replicate MCP or direct API to run models, manage jobs, fetch results, and monitor AI pipelines through natural language.
BOOK A CALLGET STARTED FOR FREE
Replicate Logo
Gradient Top
Gradient Middle
Gradient Bottom
divider

Supported Tools

Tools
List model collectionsTool to list all collections of models.
Create fileTool to create a file by uploading content.
Create PredictionTool to create a prediction for a given deployment.
Get File DetailsTool to get details of a file by its id.
List FilesTool to list all files created by the user or organization.
List model examplesTool to list example predictions for a specific model.
Get Model DetailsTool to get details of a specific model by owner and name.
Get Model READMETool to get the readme content for a model in markdown format.

Connect Replicate 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 Replicate tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Run stable-diffusion to generate a cat image')
        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 Replicate 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 Replicate 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 an image-to-text model on my latest uploaded file'
  }]
)
result = composio.provider.handle_tool_calls(
  response=response,
  user_id='your-user-id'
)
print(result)
Get tools from Tool Router session and execute Replicate actions with your Agent

Why Use Composio?

AI Native Replicate Integration

  • Supports both Replicate MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for running models, tracking jobs, and retrieving predictions

Managed Auth

  • Securely store and manage API keys for Replicate
  • Central dashboard for managing and revoking credentials
  • Scoped, per-user access without sharing secrets in code

Agent Optimized Design

  • Tools tuned for high reliability and clear error reporting
  • Automatic logging of all model runs and fetches per user and agent

Enterprise Grade Security

  • RBAC support to control which agents can run which models
  • Least privilege access for sensitive AI model endpoints
  • Comprehensive audit logs for compliance and oversight

Use Replicate with any AI Agent Framework

Choose a Framework you want to connect Replicate with

Frequently Asked Questions

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

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

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