--- title: "Connect Linkhut to Aws Comprehend - APIANT.ai" description: "When \"New bookmark\" fires in Linkhut, your agent runs \"Analyze Sentiment\" in Aws Comprehend." canonical: "https://apiant.ai/connect/linkhut-to-aws-comprehend" --- # Connect Linkhut to Aws Comprehend When **New bookmark** fires in [Linkhut](https://apiant.ai/connections/linkhut), your agent runs **Analyze Sentiment** in [Aws Comprehend](https://apiant.ai/connections/aws-comprehend). Describe the whole flow and it is built, tested on every scenario and kept running. Linkhut **1** trigger Linkhut **6** actions Aws Comprehend **5** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Linkhut and Aws Comprehend 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 Linkhut can start in Aws Comprehend - When **New bookmark** in Linkhut then **Analyze Sentiment** in Aws Comprehend - When **New bookmark** in Linkhut then **Detect Language** in Aws Comprehend 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 Linkhut and Aws Comprehend ## Triggers and actions 1 trigger · 11 actions - Trigger **New bookmark** Triggered when a new bookmark is added. - Action **Add bookmark** Add a new bookmark to Linkhut. - Action **Delete bookmark** Deletes a bookmark from your Linkhut account, identified by its URL. - Action **Delete tag** Deletes a tag from every bookmark it is attached to. - Action **Get bookmark** Get bookmark(s) by url, hashes, tag or date. - Action **List tags** Returns every tag in the Linkhut account with the number of bookmarks using it. - Action **Update tag** Rename an existing tag on all of your bookmarks. - Action **Analyze Sentiment** Returns whether a piece of text is positive, negative, neutral or mixed, with a score for each. - Action **Detect Language** Identifies the language a piece of text is written in. - Action **Detect Personal Information** Finds personal information such as names, emails, phone numbers and card numbers in English or Spanish text, and returns a redacted copy. - Action **Extract Entities** Finds the people, places, organizations, dates, quantities and other named things mentioned in a piece of text. - Action **Extract Key Phrases** Returns the main talking points (key phrases) in a piece of text. ## Each app on its own - [ **Linkhut** Open-source, ad-free social bookmarking site for saving, sharing, and discovering links.](https://apiant.ai/connections/linkhut) - [ **Aws Comprehend** NLP API that extracts sentiment, entities, key phrases, topics, and PII from text documents.](https://apiant.ai/connections/aws-comprehend) Reviews ## What our customers say ## More from Linkhut - [ **Linkhut to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/linkhut-to-salesforce) - [ **Linkhut to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/linkhut-to-slack) - [ **Linkhut to Mailchimp** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/linkhut-to-mailchimp) - [ **Linkhut to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/linkhut-to-stripe) - [ **Linkhut to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/linkhut-to-shopify) - [ **Linkhut to QuickBooks Online** QuickBooks Online accounting — manage customers, invoices, bills, payments, vendors, expenses, and more via...](https://apiant.ai/connect/linkhut-to-quickbooks-online) ## More into Aws Comprehend - [ **HubSpot to Aws Comprehend** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-aws-comprehend) - [ **Salesforce to Aws Comprehend** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-aws-comprehend) - [ **Slack to Aws Comprehend** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-aws-comprehend) - [ **Google Sheets to Aws Comprehend** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-aws-comprehend) - [ **Gmail to Aws Comprehend** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-aws-comprehend) - [ **Google Calendar to Aws Comprehend** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-aws-comprehend) Questions ## Linkhut and Aws Comprehend, answered ### ### What can start an automation from Linkhut? Any of Linkhut's 1 trigger in the catalog, including New bookmark. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Aws Comprehend when something happens in Linkhut? Any of Aws Comprehend's 5 actions, including Analyze Sentiment, Detect Language, Detect Personal Information and Extract Entities. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Aws Comprehend to Linkhut? Aws Comprehend has no triggers in the catalog today, so automations start in Linkhut. If you need the other direction, ask: your agent reads Aws Comprehend's API documentation and adds it. ### ### Do I have to build a connector for Linkhut or Aws Comprehend? 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 Linkhut and Aws Comprehend 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.