How to integrate Ocrspace MCP with Atomic Agent

Connect Atomic Agent to Ocrspace MCP. Extract text from a scanned receipt image, convert a pdf invoice to editable text, and more using natural language, with authentication handled for you.

Ocrspace logoOcrspace
Api Key

Ocrspace is an OCR API that extracts text from images and PDFs in JSON format. Instantly turn visual content into searchable, usable data.

3 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 Ocrspace.

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 Ocrspace account. See the Atomic Agent documentation for installation instructions.

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How Atomic Agent connects to Ocrspace

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

The Ocrspace MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Ocrspace account. It provides structured and secure access to advanced OCR capabilities, so your agent can extract text from images, PDFs, and scanned documents, automate data capture, and process files for text recognition on your behalf.

  • Text extraction from images: Instantly have your agent pull readable text from photos, screenshots, or scanned image files using OCR technology.
  • PDF document parsing: Let your agent process PDF files—single or multi-page—to extract all embedded text, even from complex layouts.
  • Automated data digitization: Turn printed or handwritten information in images and PDFs into digital, searchable text with a single agent command.
  • Multi-language text recognition: Enable your agent to identify and extract text in multiple languages from diverse document types.
  • Batch file processing: Have your agent handle and convert multiple images or documents at once, streamlining bulk OCR workflows.

Use Ocrspace from Atomic Agent

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

Get Conversion Statistics

Retrieve OCR API conversion statistics and usage data (PRO accounts only).

Extract Text from Image/PDF (OCR)

Extract text from images and PDF documents using OCR (Optical Character Recognition).

Extract Text from Image URL (GET)

Extract text from images via URL using simplified GET endpoint.

FAQ

Frequently asked questions

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

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

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