--- title: "Connect DenserChat to Daytona - APIANT.ai" description: "When \"When Question Processed by Your Chatbot\" fires in DenserChat, your agent runs \"Add sandbox\" in Daytona." canonical: "https://apiant.ai/connect/denserchat-to-daytona" --- # Connect DenserChat to Daytona When **When Question Processed by Your Chatbot** fires in [DenserChat](https://apiant.ai/connections/denserchat), your agent runs **Add sandbox** in [Daytona](https://apiant.ai/connections/daytona). Describe the whole flow and it is built, tested on every scenario and kept running. DenserChat **1** trigger DenserChat **2** actions Daytona **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 Daytona 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 Daytona - When **When Question Processed by Your Chatbot** in DenserChat then **Add sandbox** in Daytona - When **When Question Processed by Your Chatbot** in DenserChat then **Add snapshot** in Daytona 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 Daytona ## 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 sandbox** Creates a new Daytona sandbox from a snapshot or build definition, with optional resources, labels, environment variables and network settings. - Action **Add snapshot** Creates a new snapshot from a container image or Dockerfile, which sandboxes can then be started from. - Action **Add volume** Creates a new storage volume in your Daytona organization that sandboxes can mount. - Action **Archive sandbox** Archives a stopped sandbox, moving its filesystem to cheaper storage until it is started again. - Action **Delete sandbox** Deletes a Daytona sandbox by its ID or name and returns the sandbox record as it is being destroyed. - Action **Delete snapshot** Deletes a snapshot from your Daytona organization. - Action **Delete volume** Deletes a Daytona volume. The volume must not be in use by any sandbox. - Action **Get sandbox** Returns the details of a sandbox, including its state, resources, labels and settings. - Action **Get snapshot** Returns a snapshot's details, including its state, image, resources and regions, looked up by ID or name. - Action **Get volume** Returns the details of a volume, including its name, state and timestamps. - Action **List sandboxes** Returns the sandboxes in your Daytona organization, optionally filtered by name, ID, labels, state, snapshot, region, class, resources, public status and dates, and sorted. - Action **List snapshots** Returns the snapshots in your Daytona organization, optionally filtered by name or by the sandbox they were created from. - Action **List volumes** Returns all volumes in your Daytona organization, optionally including deleted ones. - Action **Start sandbox** Starts a stopped or archived sandbox, or resumes a paused one, and returns the sandbox. - Action **Stop sandbox** Stops a running sandbox, optionally forcing it to shut down immediately. Returns the sandbox record. - Action **Update sandbox labels** Replaces all labels on a Daytona sandbox with the key-value pairs you supply. ## Each app on its own - [ **DenserChat** DenserChat is an AI-powered chatbot trained on website or document data.](https://apiant.ai/connections/denserchat) - [ **Daytona** Sandbox infrastructure for running AI-generated code in isolated environments with file, git, and process...](https://apiant.ai/connections/daytona) 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 Daytona - [ **HubSpot to Daytona** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-daytona) - [ **Salesforce to Daytona** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-daytona) - [ **Slack to Daytona** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-daytona) - [ **Google Sheets to Daytona** Google Sheets](https://apiant.ai/connect/google-sheets-to-daytona) - [ **Gmail to Daytona** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-daytona) - [ **Google Calendar to Daytona** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-daytona) Questions ## DenserChat and Daytona, 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 Daytona when something happens in DenserChat? Any of Daytona's 16 actions, including Update sandbox labels, Add sandbox, Add snapshot and Add volume. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Daytona to DenserChat? Daytona has no triggers in the catalog today, so automations start in DenserChat. If you need the other direction, ask: your agent reads Daytona's API documentation and adds it. ### ### Do I have to build a connector for DenserChat or Daytona? 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 Daytona 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.