--- title: "Connect DenserChat to College ROI - APIANT.ai" description: "When \"When Question Processed by Your Chatbot\" fires in DenserChat, your agent runs \"Find best-value colleges by state\" in College ROI." canonical: "https://apiant.ai/connect/denserchat-to-college-roi" --- # Connect DenserChat to College ROI When **When Question Processed by Your Chatbot** fires in [DenserChat](https://apiant.ai/connections/denserchat), your agent runs **Find best-value colleges by state** in [College ROI](https://apiant.ai/connections/college-roi). Describe the whole flow and it is built, tested on every scenario and kept running. DenserChat **1** trigger DenserChat **2** actions College ROI **9** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want DenserChat and College ROI 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 DenserChat can start in College ROI - When **When Question Processed by Your Chatbot** in DenserChat then **Find best-value colleges by state** in College ROI - When **When Question Processed by Your Chatbot** in DenserChat then **Get college** in College ROI 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 DenserChat and College ROI ## Triggers and actions 1 trigger · 11 actions - Trigger **When Question Processed by Your Chatbot** Triggers when your chatbot processes a question, returning the conversation with its latest questions and answers. - Action **List conversations** Returns your Denser chatbot's conversations, optionally only one end user's, with their messages. - Action **Process Input Text** Sends a question to your Denser chatbot and returns its answer with the source passages it cited, optionally as one of your users and within an ongoing conversation. - Action **Find best-value colleges by state** Find the best-value colleges at resident pricing for one state. - Action **Get college** Get one gated college by slug. - Action **Get major** Get one major category or subfield by slug. - Action **List best-value colleges by state** List each state's best-value colleges at resident pricing, top 15 per state. - Action **List colleges** List the gated four-year colleges with 30-year NPV, cost, earnings, and break-even age. - Action **List majors** List all major categories and CIP subfields with lifetime-ROI stats. - Action **List out-of-state tuition penalty rankings** List public four-year colleges ranked by out-of-state tuition penalty, worst-first. - Action **List top 50 out-of-state tuition penalties** List the 50 worst out-of-state tuition penalties, a slim slice of the full ranking. - Action **List worst ROI majors** List the 19 major categories ranked by lifetime ROI, worst-first. ## Each app on its own - [ **DenserChat** DenserChat is an AI-powered chatbot trained on website or document data.](https://apiant.ai/connections/denserchat) - [ **College ROI** Lifetime ROI of US colleges and majors — free static JSON, CC BY 4.0](https://apiant.ai/connections/college-roi) Reviews ## What our customers say ## More from DenserChat - [ **DenserChat to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/denserchat-to-hubspot) - [ **DenserChat to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/denserchat-to-salesforce) - [ **DenserChat to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/denserchat-to-slack) - [ **DenserChat to Google Sheets** Google Sheets](https://apiant.ai/connect/denserchat-to-google-sheets) - [ **DenserChat to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/denserchat-to-gmail) - [ **DenserChat to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/denserchat-to-google-calendar) ## More into College ROI - [ **HubSpot to College ROI** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-college-roi) - [ **Salesforce to College ROI** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-college-roi) - [ **Slack to College ROI** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-college-roi) - [ **Google Sheets to College ROI** Google Sheets](https://apiant.ai/connect/google-sheets-to-college-roi) - [ **Gmail to College ROI** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-college-roi) - [ **Google Calendar to College ROI** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-college-roi) Questions ## DenserChat and College ROI, answered ### ### What can start an automation from DenserChat? Any of DenserChat's 1 trigger in the catalog, including When Question Processed by Your Chatbot. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in College ROI when something happens in DenserChat? Any of College ROI's 9 actions, including Find best-value colleges by state, Get college, Get major and List best-value colleges by state. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from College ROI to DenserChat? College ROI has no triggers in the catalog today, so automations start in DenserChat. If you need the other direction, ask: your agent reads College ROI's API documentation and adds it. ### ### Do I have to build a connector for DenserChat or College ROI? 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 DenserChat and College ROI 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.