How to integrate LLMWhisperer MCP with Atomic Agent

Connect Atomic Agent to LLMWhisperer MCP. Summarize main points from uploaded contract, extract key dates from legal document, and more using natural language, with authentication handled for you.

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Api Key

LLMWhisperer makes complex document data accessible to language models. It helps LLMs accurately interpret and process structured information.

10 Tools

Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including LLMWhisperer.

This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a LLMWhisperer account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to LLMWhisperer

Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.

Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

Connect LLMWhisperer to Atomic Agent

  1. Sign up or sign in to the Composio dashboard. Copy your API key.
  2. In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
  3. Ask Atomic Agent to do something in LLMWhisperer. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your LLMWhisperer account, then return to Atomic Agent to continue.

Headless setup

Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY

What is the LLMWhisperer MCP server, and what's possible with it?

The LLMWhisperer MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your LLMWhisperer account. It provides structured and secure access so your agent can perform LLMWhisperer operations on your behalf.

Use LLMWhisperer from Atomic Agent

With your account connected, ask Atomic Agent to work with LLMWhisperer in natural language. You can connect more apps through the same Composio integration as you need them.

Visit the Atomic Agent website or inspect the Atomic Agent source code.

Troubleshooting

Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See Composio pricing for the current limits that apply to your connection.

TOOLS

Supported Tools

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

Get Usage Information

Tool to check usage metrics of your LLMWhisperer account.

Get Usage Statistics

Tool to retrieve usage statistics for your LLMWhisperer account based on a specific tag.

Delete Webhook

Tool to delete a registered webhook from LLMWhisperer system.

Get Webhook Details

Tool to retrieve registered webhook details for LLMWhisperer.

Register Webhook

Tool to register a new webhook endpoint for LLMWhisperer async notifications.

Update Webhook Configuration

Tool to update an existing webhook configuration for document conversion callbacks.

Check Whisper Status

Tool to check the status of a text extraction process in LLMWhisperer.

Convert Document to Text

Tool to convert PDFs and scanned documents into LLM-optimized text format asynchronously.

Get Whisper Detail

Tool to retrieve comprehensive details about ongoing or completed text extraction process.

Retrieve Whisper Text

Tool to retrieve extracted text from asynchronous whisper processing.

FAQ

Frequently asked questions

With a standalone LLMWhisperer MCP server, the agents and LLMs can only access a fixed set of LLMWhisperer tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from LLMWhisperer and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right LLMWhisperer tools.

Yes, absolutely. You can configure which LLMWhisperer scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your LLMWhisperer data and credentials are handled as safely as possible.

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