LLMWhisperer Integration for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with LLMWhisperer MCP or direct API to extract structured data, summarize complex documents, classify content, and label information through natural language.
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Try LLMWhisperer now

Enter a prompt below to test the integration in our Tool Router playground. You'll be redirected to sign in and try it live.

Supported Tools

Tools
Get Usage InformationTool to check usage metrics of your LLMWhisperer account.
Get Usage StatisticsTool to retrieve usage statistics for your LLMWhisperer account based on a specific tag.
Delete WebhookTool to delete a registered webhook from LLMWhisperer system.
Get Webhook DetailsTool to retrieve registered webhook details for LLMWhisperer.
Register WebhookTool to register a new webhook endpoint for LLMWhisperer async notifications.
Update Webhook ConfigurationTool to update an existing webhook configuration for document conversion callbacks.
Check Whisper StatusTool to check the status of a text extraction process in LLMWhisperer.
Convert Document to TextTool to convert PDFs and scanned documents into LLM-optimized text format asynchronously.
Get Whisper DetailTool to retrieve comprehensive details about ongoing or completed text extraction process.
Retrieve Whisper TextTool to retrieve extracted text from asynchronous whisper processing.
Python
TypeScript

Install Composio

python
pip install composio claude-agent-sdk
Install the Composio SDK for Python or TypeScript

Initialize Client and 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
Import and initialize the Composio client, then create a Tool Router session for LLMWhisperer

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 LLMWhisperer tools.',
    max_turns=10
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query('Summarize all compliance sections in the uploaded financial report.')
        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 (Anthropic Claude or Mastra)

Why Use Composio?

AI Native LLMWhisperer Integration

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

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke LLMWhisperer 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 LLMWhisperer
  • Scoped, least privilege access to LLMWhisperer resources
  • Full audit trail of agent actions to support review and compliance

Use LLMWhisperer with any AI Agent Framework

Choose a Framework you want to connect LLMWhisperer with

Frequently Asked Questions

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

Yes, LLMWhisperer 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
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
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.

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