Integrate Vertex AI Search with Claude, Cursor, Chatbots & AI Agents MCP Server

Search across your enterprise data using Google's semantic search and generative AI grounding.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

get

Get datastore details on Vertex AI Search

Retrieves configuration and metadata for a specific data store

get

Get grounded answer on Vertex AI Search

Returns a natural language response based on your private data. Retrieves an AI-generated answer grounded in the documents of a data store

get

Get recommendations on Vertex AI Search

Provide a data store ID and user event data as a JSON object. Retrieves personalized recommendations based on user events

list

List data stores on Vertex AI Search

Lists all data stores in the Vertex AI Search collection

list

List datastore documents on Vertex AI Search

Provide data store and branch IDs. Lists all indexed documents within a specific data store branch

list

List search engines on Vertex AI Search

Lists all search engines configured in the collection

Search documents on Vertex AI Search

Provide a data store ID and the query text. Performs a search query across documents in a specific data store

Security & Code Integrity Audit

Every tool in the Vertex AI Search MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 100

How Vinkius protects your data

How does the AI access my passwords and credentials?

It simply doesn't. On Vinkius, your passwords, API keys, and login details are kept in a secure vault. The AI (like ChatGPT or Claude) merely "asks" Vinkius to perform the task. Vinkius opens the door, does the work, and hands the result back to the AI. Your credentials are never seen, read, or learned by the artificial intelligence.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

Does the AI train on my tools or API data?

No. Vinkius enforces a strict Zero-Retention policy. Your data simply passes through our secure servers to complete the requested action and is instantly forgotten. Nothing you do here is ever stored, logged, or used to train any artificial intelligence.

How do I know which data stores are available to search?

Ask your agent to list your data stores. It will return all configured data stores in your collection along with their IDs and names. You can then use these IDs to perform targeted semantic searches or browse specific document branches.

What can AI Agents do with Vertex AI Search?

The Vertex AI Search integration provides comprehensive execution endpoints, allowing AI models to orchestrate tasks reliably.

LLM Orchestration for enterprise search

Build automated workflows involving enterprise search by connecting Vertex AI Search. It provides Claude and ChatGPT with direct API hooks into your ai frontier ecosystem.

Autonomous grounding Strategies

Integrate Vertex AI Search to access native grounding capabilities. This allows LLMs to perform secure, deterministic execution of ai frontier tasks without hard-coded API scripts.