--- title: "Connect PyPI to Amazon Textract - APIANT.ai" description: "When \"New package\" fires in PyPI, your agent runs \"Analyze Invoice or Receipt\" in Amazon Textract." canonical: "https://apiant.ai/connect/pypi-to-amazon-textract" --- # Connect PyPI to Amazon Textract When **New package** fires in [PyPI](https://apiant.ai/connections/pypi), your agent runs **Analyze Invoice or Receipt** in [Amazon Textract](https://apiant.ai/connections/amazon-textract). Describe the whole flow and it is built, tested on every scenario and kept running. PyPI **2** triggers PyPI **2** actions Amazon Textract **3** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want PyPI and Amazon Textract to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What PyPI can start in Amazon Textract - When **New package** in PyPI then **Analyze Invoice or Receipt** in Amazon Textract - When **New release** in PyPI then **Ask Questions About a Document** in Amazon Textract Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with PyPI and Amazon Textract ## Triggers and actions 2 triggers · 5 actions - Trigger **New package** Fires when a new package is published to PyPI, via the site-wide newest-packages RSS feed (/rss/packages.xml). - Trigger **New release** Fires when a watched PyPI package publishes a new release, via that package's release RSS feed (/rss/project/{name}/releases.xml). - Action **Get package** Look up a PyPI package's latest metadata, release list, and project URLs. - Action **Get release** Look up metadata for one specific version of a PyPI package, including its files and known vulnerabilities. - Action **Analyze Invoice or Receipt** Reads an invoice or receipt stored in S3 and returns its summary fields (vendor, date, totals) and its line items. - Action **Ask Questions About a Document** Answers plain-language questions about a document stored in S3, such as "What is the invoice number?", and returns each answer with its confidence. - Action **Extract Text from Document** Reads the printed and handwritten text in an image or single-page PDF stored in S3 and returns it as plain text and lines. ## Each app on its own - [ **PyPI** Package metadata, release history and download files for any Python package published on the Python Package...](https://apiant.ai/connections/pypi) - [ **Amazon Textract** Machine learning API that extracts text, handwriting, and structured data from scanned documents, forms, and...](https://apiant.ai/connections/amazon-textract) Reviews ## What our customers say ## More from PyPI - [ **PyPI to Google Chat** Google Chat is a communication software developed by Google built for teams that provides direct messages...](https://apiant.ai/connect/pypi-to-google-chat) - [ **PyPI to Hailer** Hailer is a tool that helps people be more productive and organized together.](https://apiant.ai/connect/pypi-to-hailer) - [ **PyPI to Hyperstack Certificates** Hyperstack helps you easily create and manage digital certificates & badges for your events or courses.](https://apiant.ai/connect/pypi-to-hyperstack-certificates) - [ **PyPI to IP2Location** IP geolocation and intelligence. Look up location, network, proxy, and security data for any IP address...](https://apiant.ai/connect/pypi-to-ip2location) - [ **PyPI to Meisterplan** Meisterplan is a project portfolio management tool that focuses on resource management at the portfolio...](https://apiant.ai/connect/pypi-to-meisterplan) - [ **PyPI to Window Sticker** Original factory Monroney label PDF and full spec decode by VIN](https://apiant.ai/connect/pypi-to-window-sticker) ## More into Amazon Textract - [ **HubSpot to Amazon Textract** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-amazon-textract) - [ **Salesforce to Amazon Textract** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-amazon-textract) - [ **Slack to Amazon Textract** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-amazon-textract) - [ **Google Sheets to Amazon Textract** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-amazon-textract) - [ **Gmail to Amazon Textract** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-amazon-textract) - [ **Google Calendar to Amazon Textract** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-amazon-textract) Questions ## PyPI and Amazon Textract, answered ### ### What can start an automation from PyPI? Any of PyPI's 2 triggers in the catalog, including New package and New release. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Amazon Textract when something happens in PyPI? Any of Amazon Textract's 3 actions, including Analyze Invoice or Receipt, Ask Questions About a Document and Extract Text from Document. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Amazon Textract to PyPI? Amazon Textract has no triggers in the catalog today, so automations start in PyPI. If you need the other direction, ask: your agent reads Amazon Textract's API documentation and adds it. ### ### Do I have to build a connector for PyPI or Amazon Textract? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use PyPI and Amazon Textract without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.