How to integrate Veryfi OCR MCP with Codex

Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Veryfi OCR MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

Veryfi OCR logoVeryfi OCR
Api Key

Veryfi OCR is an API for extracting structured data from receipts, invoices, bank statements, tax forms, checks, and more. Use it to turn messy business documents into clean, ready-to-use data.

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Introduction

Codex is one of the most popular coding harnesses out there. And MCP makes the experience even better. With Veryfi OCR MCP integration, you can draft, triage, summarise emails, and much more, all without leaving the terminal or the app, whichever you prefer.

Also integrate Veryfi OCR with

Why use Composio?

Apart from a managed and hosted MCP server, you will get:

  • CodeAct: A dedicated workbench that allows GPT to write its code to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling.
  • Large tool responses: Handle them to minimise context rot.
  • Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so GPTs aren't overwhelmed by tools you don't need.

How to install Veryfi OCR MCP in Codex

Run the setup command

Run this command in your terminal to add the Composio MCP server to Codex.

Terminal

It will initiate the authentication in a browser window, authorize Codex to access your Composio account.

Composio authentication page

(Optional) Authenticate with OAuth

To authenticate manually, run the login command to open a browser window and authorize Codex to access your Composio account.

bash
codex mcp login composio

Verify the connection

Run codex mcp list to confirm Composio appears as a registered MCP server.

bash
codex mcp list

Codex App

Codex App follows the same approach as VS Code.

  1. Click ⚙️ on the bottom left → MCP Servers → + Add servers → Streamable HTTP:
  2. Fill the header and Key fields with { "x-consumer-api-key" = "ck_*******" }.
  3. The Key is the Composio API key, that you can find on dashboard.composio.dev
  4. Click on Authenticate and authorize Codex to your Composio account and you're all set.
Codex App MCP setup
  1. Restart and verify if it's there in .codex/config.toml
bash
[mcp_servers.composio]
url = "https://connect.composio.dev/mcp"
http_headers = { "x-consumer-api-key" = "ck_*******" }

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

The Veryfi OCR MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Veryfi OCR account. It provides structured and secure access to your processed receipts and invoices, so your agent can submit documents for OCR, retrieve extracted fields, search records, correct metadata, and delete documents on your behalf.

  • Receipt and invoice processing: Have your agent submit a receipt or invoice from public content or encoded content and extract its structured data.
  • Extracted data retrieval: Let the agent retrieve a processed receipt or invoice along with all fields captured by OCR.
  • Document search: Instruct your agent to find processed receipts and invoices using text, tags, status, identifiers, or date ranges.
  • Metadata and review corrections: Direct your agent to correct practical document metadata and update review flags when records need attention.
  • Document cleanup: Have your agent permanently delete receipts or invoices you no longer need in Veryfi.

Conclusion

You've successfully integrated Veryfi OCR with Codex using Composio's MCP server. Now you can interact with Veryfi OCR directly from your terminal, VS Code, or the Codex App using natural language commands.

Key benefits of this setup:

  • Seamless integration across CLI, VS Code, and standalone app
  • Natural language commands for Veryfi OCR operations
  • Managed authentication through Composio
  • Access to 20,000+ tools across 1000+ apps for cross-app workflows
  • CodeAct workbench for complex tool chaining

Next steps:

  • Try asking Codex to perform various Veryfi OCR operations
  • Explore cross-app workflows by connecting more toolkits
  • Build automation scripts that leverage Codex's AI capabilities
TOOLS

Supported Tools

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

Delete Document

Permanently delete one Veryfi receipt or invoice by document id.

Get Document

Retrieve one processed receipt or invoice and all extracted OCR fields by its Veryfi document ID.

Process Document

Submit one receipt or invoice to Veryfi OCR by public URL or base64 content.

Search Documents

List or search processed receipts and invoices using text, identifiers, tags, status, or date ranges, returning one controllable page.

Update Document

Correct practical metadata and review flags on a processed receipt or invoice.

FAQ

Frequently asked questions

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

Yes, you can. Codex 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 Veryfi OCR tools.

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

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