--- title: "Connect Amazon SageMaker to Linkup - APIANT.ai" description: "When \"New Training Job\" fires in Amazon SageMaker, your agent runs \"Fetch web page\" in Linkup." canonical: "https://apiant.ai/connect/amazon-sagemaker-to-linkup" --- # Connect Amazon SageMaker to Linkup When **New Training Job** fires in [Amazon SageMaker](https://apiant.ai/connections/amazon-sagemaker), your agent runs **Fetch web page** in [Linkup](https://apiant.ai/connections/linkup). Describe the whole flow and it is built, tested on every scenario and kept running. Amazon SageMaker **1** trigger Amazon SageMaker **1** action Linkup **6** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Amazon SageMaker and Linkup 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 Amazon SageMaker can start in Linkup - When **New Training Job** in Amazon SageMaker then **Fetch web page** in Linkup - When **New Training Job** in Amazon SageMaker then **Add research** in Linkup 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 Amazon SageMaker and Linkup ## Triggers and actions 1 trigger · 7 actions - Trigger **New Training Job** Triggers when a new SageMaker training job is created. - Action **Invoke Endpoint** Sends input to a deployed Amazon SageMaker model endpoint and returns its prediction. - Action **Add research** Starts a Linkup research task that investigates a question across the web and produces a sourced answer or structured result. Returns the task id and status; fetch the finished result later with Get research. - Action **Fetch web page** Fetches a single web page by URL and returns its clean markdown content, optionally with images, the raw page content, or structured data extracted to a schema you provide. - Action **Get an Answer to Your Question** Asks Linkup a natural-language question and returns an AI-written answer grounded in live web search, along with the web sources it used. - Action **Get credit balance** Returns the number of credits remaining in your Linkup account. - Action **Get research** Returns a research task's current status and, once it has finished, its result with sources. Use it to collect the outcome of a task started with Add research. - Action **Search the Web for Relevant Results (RAG Use Case)** Searches the web for a query and returns ranked source pages with content snippets, ready to feed an AI model as retrieval context. ## Each app on its own - [ **Amazon SageMaker** Amazon SageMaker is a cloud platform for building, training, and deploying machine learning models at scale](https://apiant.ai/connections/amazon-sagemaker) - [ **Linkup** Linkup is a search engine that empowers AI agents to seamlessly connect to the Internet.](https://apiant.ai/connections/linkup) Reviews ## What our customers say ## More from Amazon SageMaker - [ **Amazon SageMaker to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/amazon-sagemaker-to-hubspot) - [ **Amazon SageMaker to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/amazon-sagemaker-to-salesforce) - [ **Amazon SageMaker to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/amazon-sagemaker-to-slack) - [ **Amazon SageMaker to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/amazon-sagemaker-to-google-sheets) - [ **Amazon SageMaker to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/amazon-sagemaker-to-gmail) - [ **Amazon SageMaker to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/amazon-sagemaker-to-google-calendar) ## More into Linkup - [ **HubSpot to Linkup** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-linkup) - [ **Salesforce to Linkup** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-linkup) - [ **Slack to Linkup** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-linkup) - [ **Google Sheets to Linkup** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-linkup) - [ **Gmail to Linkup** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-linkup) - [ **Google Calendar to Linkup** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-linkup) Questions ## Amazon SageMaker and Linkup, answered ### ### What can start an automation from Amazon SageMaker? Any of Amazon SageMaker's 1 trigger in the catalog, including New Training Job. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Linkup when something happens in Amazon SageMaker? Any of Linkup's 6 actions, including Add research, Fetch web page, Get an Answer to Your Question and Get credit balance. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Linkup to Amazon SageMaker? Linkup has no triggers in the catalog today, so automations start in Amazon SageMaker. If you need the other direction, ask: your agent reads Linkup's API documentation and adds it. ### ### Do I have to build a connector for Amazon SageMaker or Linkup? 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 Amazon SageMaker and Linkup 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.