--- title: "Connect LiquiLens to Aws Comprehend - APIANT.ai" description: "When \"New flagged institution\" fires in LiquiLens, your agent runs \"Analyze Sentiment\" in Aws Comprehend." canonical: "https://apiant.ai/connect/liquilens-to-aws-comprehend" --- # Connect LiquiLens to Aws Comprehend When **New flagged institution** fires in [LiquiLens](https://apiant.ai/connections/liquilens), 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. LiquiLens **1** trigger LiquiLens **4** 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 LiquiLens 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 LiquiLens can start in Aws Comprehend - When **New flagged institution** in LiquiLens then **Analyze Sentiment** in Aws Comprehend - When **New flagged institution** in LiquiLens 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 LiquiLens and Aws Comprehend ## Triggers and actions 1 trigger · 9 actions - Trigger **New flagged institution** Fires when a new institution is added to the failure-risk board. - Action **Check institution risk** Run a risk check against an institution and return its current failure-risk assessment. - Action **Find institutions** Search the public RBI institution universe by name to find matching institutions. - Action **Get institution risk profile** Retrieve one covered institution's full public risk dossier, including underlying filings and regulatory actions cited as evidence. - Action **List flagged institutions** Read the current institution-risk board of banks and lenders flagged for failure risk. - 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 - [ **LiquiLens** LiquiLens compiles public-record evidence about the failure risk of banks and lenders.](https://apiant.ai/connections/liquilens) - [ **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 LiquiLens - [ **LiquiLens to Vercel** Vercel is a platform for building, deploying, and scaling fast, modern web applications effortlessly.](https://apiant.ai/connect/liquilens-to-vercel) - [ **LiquiLens to Open Disease** Open Disease Data (disease.sh) is a public epidemiology data service that aggregates COVID-19, influenza and...](https://apiant.ai/connect/liquilens-to-open-disease) - [ **LiquiLens to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/liquilens-to-salesforce) - [ **LiquiLens to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/liquilens-to-slack) - [ **LiquiLens to Mailchimp** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/liquilens-to-mailchimp) - [ **LiquiLens to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/liquilens-to-stripe) ## 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 ## LiquiLens and Aws Comprehend, answered ### ### What can start an automation from LiquiLens? Any of LiquiLens's 1 trigger in the catalog, including New flagged institution. 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 LiquiLens? 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 LiquiLens? Aws Comprehend has no triggers in the catalog today, so automations start in LiquiLens. 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 LiquiLens 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 LiquiLens 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.