How to integrate Extracta ai MCP with Atomic Agent

Connect Atomic Agent to Extracta ai MCP. Extract tables from a pdf invoice, pull key data from a scanned receipt, and more using natural language, with authentication handled for you.

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Api Key

Extracta.ai is an AI-driven service for automated data extraction from documents, PDFs, and images. It eliminates manual data entry by instantly pulling structured info from unstructured files.

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 Extracta ai.

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 Extracta ai account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Extracta ai

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 Extracta ai 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 Extracta ai. It searches Composio for the right tool.
  4. On first use, open the sign-in link returned in the chat. Connect your Extracta ai 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 Extracta ai MCP server, and what's possible with it?

The Extracta ai MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Extracta ai account. It provides structured and secure access to your document extraction workflows, so your agent can initiate new extractions, monitor extraction status, retrieve results, and manage extraction processes automatically on your behalf.

  • Automated document data extraction: Instantly trigger new extraction processes on PDFs, images, or text files without manual intervention.
  • Real-time extraction status tracking: Let your agent check the progress, view details, and fetch results from any ongoing or completed extraction.
  • Seamless extraction management: Effortlessly delete or clean up extraction jobs after completion or if no longer needed, keeping your workspace organized.
  • End-to-end workflow orchestration: Combine extraction initiation, monitoring, and cleanup into a single automated pipeline for maximum efficiency.

Use Extracta ai from Atomic Agent

With your account connected, ask Atomic Agent to work with Extracta ai 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 Extracta ai action and event your agent gets out of the box.

Create Classification

Creates a new document classification configuration.

Create Extraction

Creates a new extraction configuration for processing documents.

Delete Classification

Permanently deletes an entire document classification process including all associated batches, results, and uploaded files.

Delete Extraction

Permanently deletes an extraction job and its configuration from the system.

Get Batch Results

Retrieves extraction results for a specific batch of documents.

Get Credits

Retrieves the current credit balance available on the account.

Update Classification

Updates an existing document classification by modifying its parameters.

Update Extraction

Updates an existing document extraction process by modifying specified parameters.

View Classification

Retrieves details of an existing classification configuration including name, description, document types, associated keywords, and linked extraction templates.

View Extraction

Retrieves detailed configuration and status information for an existing extraction job.

FAQ

Frequently asked questions

With a standalone Extracta ai MCP server, the agents and LLMs can only access a fixed set of Extracta ai tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Extracta ai 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 Extracta ai tools.

Yes, absolutely. You can configure which Extracta ai 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 Extracta ai data and credentials are handled as safely as possible.

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