Use Google Vertex AI MCP to take action in your AI tools

Analyze Document

Analyzes a document (PDF, image, or text file) using Gemini Vision to extract insights, summaries, or structured data.

Analyze Text Sentiment

Analyzes text for positive or negative sentiment.

Conversation

Sends a chat message, optionally storing messages as you go.

Classify Text

Classify some text from amongst a list of categories.

Generate Code

Generates, explains, refactors, debugs, or converts code using AI. Supports multiple programming languages.

Generate Embeddings

Generates vector embeddings for text. Useful for semantic search, RAG, and similarity comparisons.

Generate Image

Generates an image from a prompt.

Send Prompt

Sends a prompt and generates a completion.