--- title: "Connect DenserChat to VLM Run - APIANT.ai" description: "When \"When Question Processed by Your Chatbot\" fires in DenserChat, your agent runs \"Add file\" in VLM Run." canonical: "https://apiant.ai/connect/denserchat-to-vlm-run" --- # Connect DenserChat to VLM Run When **When Question Processed by Your Chatbot** fires in [DenserChat](https://apiant.ai/connections/denserchat), your agent runs **Add file** in [VLM Run](https://apiant.ai/connections/vlm-run). Describe the whole flow and it is built, tested on every scenario and kept running. DenserChat **1** trigger DenserChat **2** actions VLM Run **16** 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 VLM Run 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 VLM Run - When **When Question Processed by Your Chatbot** in DenserChat then **Add file** in VLM Run - When **When Question Processed by Your Chatbot** in DenserChat then **Analyze Document** in VLM Run 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 VLM Run ## Triggers and actions 1 trigger · 18 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 **Add agent** Create an agent. - Action **Add file** Upload a file. - Action **Analyze Audio** Processes and analyzes audio content. - Action **Analyze Document** Extracts structured data from a document. - Action **Analyze Image** Generates a description from an image. - Action **Analyze Video** Processes and analyzes video content. - Action **Execute Agent** Executes a specific agent with a prompt using vlmrun. - Action **Generate chat completion** Multimodal chat completion. - Action **Get execution** Get an agent execution by ID. - Action **Get file** Get a file by ID. - Action **Get prediction** Get a prediction by ID. - Action **List agents** List agents. - Action **List executions** List agent executions. - Action **List files** List files. - Action **List models** List models. - Action **List predictions** Lists the predictions made on your VLM Run account. ## Each app on its own - [ **DenserChat** DenserChat is an AI-powered chatbot trained on website or document data.](https://apiant.ai/connections/denserchat) - [ **VLM Run** VLM Run is a visual AI platform that extracts data from images, videos, and documents, streamlining...](https://apiant.ai/connections/vlm-run) 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 VLM Run - [ **HubSpot to VLM Run** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-vlm-run) - [ **Salesforce to VLM Run** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-vlm-run) - [ **Slack to VLM Run** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-vlm-run) - [ **Google Sheets to VLM Run** Google Sheets](https://apiant.ai/connect/google-sheets-to-vlm-run) - [ **Gmail to VLM Run** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-vlm-run) - [ **Google Calendar to VLM Run** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-vlm-run) Questions ## DenserChat and VLM Run, 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 VLM Run when something happens in DenserChat? Any of VLM Run's 16 actions, including Add agent, Add file, Analyze Audio and Analyze Document. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from VLM Run to DenserChat? VLM Run has no triggers in the catalog today, so automations start in DenserChat. If you need the other direction, ask: your agent reads VLM Run's API documentation and adds it. ### ### Do I have to build a connector for DenserChat or VLM Run? 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 VLM Run 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.