--- title: "Google Vertex AI integrations and MCP server - APIANT.ai" description: "Connect Google Vertex AI to any other app, or use it from your AI client over MCP. Build, deploy, and scale machine learning (ML) models, with fully managed..." canonical: "https://apiant.ai/connections/google-vertex-ai" --- # Google Vertex AI integrations Connect Google Vertex AI to any other app, or use it from your AI client over MCP. Build, deploy, and scale machine learning (ML) models, with fully managed ML tools for any use case, with Vertex AI. Connects with OAuth [google.com](https://google.com/) **12** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want to automate with Google Vertex AI? 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) Popular ## Google Vertex AI with the apps people pair it with most - [ **HubSpot to Google Vertex AI** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-google-vertex-ai) - [ **Salesforce to Google Vertex AI** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-google-vertex-ai) - [ **Slack to Google Vertex AI** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-google-vertex-ai) - [ **Google Sheets to Google Vertex AI** Google Sheets](https://apiant.ai/connect/google-sheets-to-google-vertex-ai) - [ **Gmail to Google Vertex AI** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-google-vertex-ai) - [ **Google Calendar to Google Vertex AI** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-google-vertex-ai) - [ **Google Drive to Google Vertex AI** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-google-vertex-ai) - [ **Mailchimp to Google Vertex AI** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-google-vertex-ai) Pair it ## Connect Google Vertex AI with another app - [ **HubSpot to Google Vertex AI**](https://apiant.ai/connect/hubspot-to-google-vertex-ai) - [ **Salesforce to Google Vertex AI**](https://apiant.ai/connect/salesforce-to-google-vertex-ai) - [ **Slack to Google Vertex AI**](https://apiant.ai/connect/slack-to-google-vertex-ai) - [ **Google Sheets to Google Vertex AI**](https://apiant.ai/connect/google-sheets-to-google-vertex-ai) - [ **Gmail to Google Vertex AI**](https://apiant.ai/connect/gmail-to-google-vertex-ai) - [ **Google Calendar to Google Vertex AI**](https://apiant.ai/connect/google-calendar-to-google-vertex-ai) - [ **Google Drive to Google Vertex AI**](https://apiant.ai/connect/google-drive-to-google-vertex-ai) - [ **Mailchimp to Google Vertex AI**](https://apiant.ai/connect/mailchimp-to-google-vertex-ai) - [ **Stripe to Google Vertex AI**](https://apiant.ai/connect/stripe-to-google-vertex-ai) - [ **Shopify to Google Vertex AI**](https://apiant.ai/connect/shopify-to-google-vertex-ai) - [ **QuickBooks Online to Google Vertex AI**](https://apiant.ai/connect/quickbooks-online-to-google-vertex-ai) - [ **Pipedrive to Google Vertex AI**](https://apiant.ai/connect/pipedrive-to-google-vertex-ai) - [ **ActiveCampaign to Google Vertex AI**](https://apiant.ai/connect/activecampaign-to-google-vertex-ai) - [ **Notion to Google Vertex AI**](https://apiant.ai/connect/notion-to-google-vertex-ai) - [ **Airtable to Google Vertex AI**](https://apiant.ai/connect/airtable-to-google-vertex-ai) - [ **Trello to Google Vertex AI**](https://apiant.ai/connect/trello-to-google-vertex-ai) - [ **Asana to Google Vertex AI**](https://apiant.ai/connect/asana-to-google-vertex-ai) - [ **JIRA to Google Vertex AI**](https://apiant.ai/connect/jira-to-google-vertex-ai) - [ **ClickUp to Google Vertex AI**](https://apiant.ai/connect/clickup-to-google-vertex-ai) - [ **Zoom to Google Vertex AI**](https://apiant.ai/connect/zoom-to-google-vertex-ai) - [ **Discord to Google Vertex AI**](https://apiant.ai/connect/discord-to-google-vertex-ai) - [ **Twilio to Google Vertex AI**](https://apiant.ai/connect/twilio-to-google-vertex-ai) - [ **SendGrid to Google Vertex AI**](https://apiant.ai/connect/sendgrid-to-google-vertex-ai) - [ **Outlook to Google Vertex AI**](https://apiant.ai/connect/outlook-to-google-vertex-ai) - [ **Intercom to Google Vertex AI**](https://apiant.ai/connect/intercom-to-google-vertex-ai) - [ **Freshdesk to Google Vertex AI**](https://apiant.ai/connect/freshdesk-to-google-vertex-ai) - [ **Klaviyo to Google Vertex AI**](https://apiant.ai/connect/klaviyo-to-google-vertex-ai) - [ **Brevo to Google Vertex AI**](https://apiant.ai/connect/brevo-to-google-vertex-ai) - [ **Typeform to Google Vertex AI**](https://apiant.ai/connect/typeform-to-google-vertex-ai) - [ **JotForm to Google Vertex AI**](https://apiant.ai/connect/jotform-to-google-vertex-ai) - [ **Calendly to Google Vertex AI**](https://apiant.ai/connect/calendly-to-google-vertex-ai) - [ **PandaDoc to Google Vertex AI**](https://apiant.ai/connect/pandadoc-to-google-vertex-ai) - [ **Webflow to Google Vertex AI**](https://apiant.ai/connect/webflow-to-google-vertex-ai) - [ **Wix to Google Vertex AI**](https://apiant.ai/connect/wix-to-google-vertex-ai) - [ **Instagram to Google Vertex AI**](https://apiant.ai/connect/instagram-to-google-vertex-ai) - [ **OpenAI to Google Vertex AI**](https://apiant.ai/connect/openai-to-google-vertex-ai) - [ **OneDrive to Google Vertex AI**](https://apiant.ai/connect/onedrive-to-google-vertex-ai) - [ **Google Docs to Google Vertex AI**](https://apiant.ai/connect/google-docs-to-google-vertex-ai) - [ **Ontraport to Google Vertex AI**](https://apiant.ai/connect/ontraport-to-google-vertex-ai) - [ **Freshworks CRM to Google Vertex AI**](https://apiant.ai/connect/freshworks-crm-to-google-vertex-ai) - [ **Capsule CRM to Google Vertex AI**](https://apiant.ai/connect/capsule-crm-to-google-vertex-ai) - [ **Copper to Google Vertex AI**](https://apiant.ai/connect/copper-to-google-vertex-ai) - [ **Streak to Google Vertex AI**](https://apiant.ai/connect/streak-to-google-vertex-ai) - [ **NetHunt CRM to Google Vertex AI**](https://apiant.ai/connect/nethunt-crm-to-google-vertex-ai) - [ **MINDBODY to Google Vertex AI**](https://apiant.ai/connect/mindbody-to-google-vertex-ai) - [ **PostgreSQL to Google Vertex AI**](https://apiant.ai/connect/postgresql-to-google-vertex-ai) - [ **MySQL to Google Vertex AI**](https://apiant.ai/connect/mysql-to-google-vertex-ai) - [ **Vercel to Google Vertex AI**](https://apiant.ai/connect/vercel-to-google-vertex-ai) - [ **PagerDuty to Google Vertex AI**](https://apiant.ai/connect/pagerduty-to-google-vertex-ai) - [ **Gravity Forms to Google Vertex AI**](https://apiant.ai/connect/gravity-forms-to-google-vertex-ai) - [ **HubSpot Enterprise to Google Vertex AI**](https://apiant.ai/connect/hubspot-enterprise-to-google-vertex-ai) - [ **Google Forms to Google Vertex AI**](https://apiant.ai/connect/google-forms-to-google-vertex-ai) - [ **monday.com to Google Vertex AI**](https://apiant.ai/connect/monday-com-to-google-vertex-ai) - [ **Google Ads to Google Vertex AI**](https://apiant.ai/connect/google-ads-to-google-vertex-ai) - [ **Google Tasks to Google Vertex AI**](https://apiant.ai/connect/google-tasks-to-google-vertex-ai) - [ **Telegram to Google Vertex AI**](https://apiant.ai/connect/telegram-to-google-vertex-ai) - [ **MailerLite to Google Vertex AI**](https://apiant.ai/connect/mailerlite-to-google-vertex-ai) - [ **Google Contacts to Google Vertex AI**](https://apiant.ai/connect/google-contacts-to-google-vertex-ai) - [ **Kit to Google Vertex AI**](https://apiant.ai/connect/kit-to-google-vertex-ai) - [ **Tally to Google Vertex AI**](https://apiant.ai/connect/tally-to-google-vertex-ai) What your agent can do with Google Vertex AI ## Triggers and actions 12 actions - Action **Analyze Document** Analyzes a document (PDF, image, or text file) using Gemini Vision to extract insights, summaries, or structured data. - Action **Analyze Text Sentiment** Analyzes text for positive or negative sentiment. - Action **Classify Text** Classify some text from amongst a list of categories. - Action **Conversation** Sends a chat message, optionally storing messages as you go. - Action **Count Tokens** Returns how many tokens a prompt uses for a Gemini model on Vertex AI. - Action **Generate Code** Generates, explains, refactors, debugs, or converts code using AI. Supports multiple programming languages. - Action **Generate Embeddings** Generates vector embeddings for text. Useful for semantic search, RAG, and similarity comparisons. - Action **Generate Image** Generates an image from a prompt. - Action **Send Prompt** Sends a prompt and generates a completion. - Action **Summarize Text** Summarizes text. - Action **Translate Text** Translates text between languages using AI with support for different tones and styles. - Action **Write an Email** Writes the content of an email based on your provided prompt for use in a subsequent step. Reviews ## What our customers say Questions ## Google Vertex AI, answered ### ### Is there a Google Vertex AI MCP server? APIANT's MCP server at https://mcp.apiant.ai works with Google Vertex AI. Add that address to any AI client that takes a remote MCP server and sign in once in your browser. Your client can then run Google Vertex AI actions on demand, or have APIANT build, test and run automations that use Google Vertex AI. Nothing to install. ### ### What can your agent do in Google Vertex AI? Any of Google Vertex AI's 12 actions, including Send Prompt, Analyze Document, Analyze Text Sentiment and Classify Text. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can I use Google Vertex AI directly from Claude, ChatGPT or Cursor? Yes. Connect your AI client to APIANT once and it works with Google Vertex AI two ways. Ask it to do something in Google Vertex AI 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 on its own. A one-off action uses your plan's tasks the same way an automation step does. ### ### Do I need to write code against the Google Vertex AI API? No. APIANT connects to the Google Vertex AI API for you, and you sign in to Google Vertex AI once with OAuth. Describe what you want in plain language and your agent builds it on the Google Vertex AI triggers and actions in the catalog. If you need an endpoint that is not there yet, your agent reads the Google Vertex AI API documentation and adds it. ### ### Which apps can Google Vertex AI connect to? Any app in the catalog; the list on this page pairs Google Vertex AI with each of them. If the other app is missing, point your agent at its API documentation and it builds the connector. ### ### 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.