Google

Entreprise

Google Enterprise Vector Search MCP server

Google Enterprise Vector Search MCP server

Google Enterprise Vector Search MCP server

for Claude, ChatGPT, Cursor and your own agents

for Claude, ChatGPT, Cursor and your own agents

for Claude, ChatGPT, Cursor and your own agents

Expose Google Enterprise Vector Search to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโ€™t ship one. Mindflow turns every API operation into an MCP tool and keeps the connector current when the API changes. The MCP Gateway sits between your AI clients and your data, with scoped access, human approval before sensitive writes and a record of every call.

Expose Google Enterprise Vector Search to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesnโ€™t ship one. Mindflow turns every API operation into an MCP tool and keeps the connector current when the API changes. The MCP Gateway sits between your AI clients and your data, with scoped access, human approval before sensitive writes and a record of every call.

20

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

Other services from this vendor:

Other services from this portfolio:

20

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

Other services from this vendor:

Other services from this portfolio:

20

operation

s

available

Complete and up-to-date endpoint coverage by Mindflow.

Other services from this vendor:

Other services from this portfolio:

Our customers scale automation with security built in.

Tools exposed by this MCP server

Every Google Enterprise Vector Search operation, as an MCP tool

Every Google Enterprise Vector Search operation, as an MCP tool

Each API operation becomes a tool your AI client can call. You decide which ones: allow reads, require approval before sensitive writes and block the rest. A few of the most used:

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Aggregate data objects

    Aggregate data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Batch search data objects

    Batch search data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create batch of data objects

    Create batch of data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create collection

    Create collection

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create data object

    Create data object

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create index

    Create index

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Delete data objects in batch

    Delete data objects in batch

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Export data objects

    Export data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Import data objects

    Import data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    List collections

    List collections

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    List indexes

    List indexes

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Patch a data object

    Patch a data object

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Query data objects

    Query data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Search data objects

    Search data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Update data objects in batch

    Update data objects in batch

  • Google Enterprise Vector Search

    Aggregate data objects

  • Google Enterprise Vector Search

    Batch search data objects

  • Google Enterprise Vector Search

    Create batch of data objects

  • Google Enterprise Vector Search

    Create collection

  • Google Enterprise Vector Search

    Create data object

  • Google Enterprise Vector Search

    Create index

  • Google Enterprise Vector Search

    Delete data objects in batch

  • Google Enterprise Vector Search

    Export data objects

  • Google Enterprise Vector Search

    Import data objects

  • Google Enterprise Vector Search

    List collections

  • Google Enterprise Vector Search

    List indexes

  • Google Enterprise Vector Search

    Patch a data object

  • Google Enterprise Vector Search

    Query data objects

  • Google Enterprise Vector Search

    Search data objects

  • Google Enterprise Vector Search

    Update data objects in batch

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Update data objects in batch

    Update data objects in batch

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Search data objects

    Search data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Query data objects

    Query data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Patch a data object

    Patch a data object

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    List indexes

    List indexes

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    List collections

    List collections

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Import data objects

    Import data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Export data objects

    Export data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Delete data objects in batch

    Delete data objects in batch

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create index

    Create index

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create data object

    Create data object

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create collection

    Create collection

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Create batch of data objects

    Create batch of data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Batch search data objects

    Batch search data objects

  • Google Enterprise Vector Search

    Google Enterprise Vector Search

    Aggregate data objects

    Aggregate data objects

  • Google Enterprise Vector Search

    Update data objects in batch

  • Google Enterprise Vector Search

    Search data objects

  • Google Enterprise Vector Search

    Query data objects

  • Google Enterprise Vector Search

    Patch a data object

  • Google Enterprise Vector Search

    List indexes

  • Google Enterprise Vector Search

    List collections

  • Google Enterprise Vector Search

    Import data objects

  • Google Enterprise Vector Search

    Export data objects

  • Google Enterprise Vector Search

    Delete data objects in batch

  • Google Enterprise Vector Search

    Create index

  • Google Enterprise Vector Search

    Create data object

  • Google Enterprise Vector Search

    Create collection

  • Google Enterprise Vector Search

    Create batch of data objects

  • Google Enterprise Vector Search

    Batch search data objects

  • Google Enterprise Vector Search

    Aggregate data objects

Connect Google Enterprise Vector Search to your AI client in three steps.

01

Connect the service

Add Google Enterprise Vector Search in Mindflow with its credentials. They stay in Mindflow and never reach the AI client.

02

Choose the tools

Pick the operations each AI client may call. Allow reads, require approval before sensitive writes and block the rest.

03

Connect your AI client

Point Claude, ChatGPT, Cursor or your own agent to your MCP Gateway endpoint, then check real calls in the audit log.

Use cases

Use cases

What your AI agents can do with Google Enterprise Vector Search

What your AI agents can do with Google Enterprise Vector Search

AI clients

Mindflow

Google Enterprise Vector Search

โ†’ Improve search relevance for enterprise data by automating the creation and updating of vector indexes and dataObjects, enabling accurate similarity search through dynamic batch updates and structured indexes โ†’ Streamline large-scale data management by automating batch operations such as creation, update, and deletion of dataObjects in vector collections, reducing manual intervention and operational overhead โ†’ Enable real-time insights and advanced analytics by automating complex vector searches and batch queries across collections, enhancing data retrieval workflows for development and research teams

โ†’ Improve search relevance for enterprise data by automating the creation and updating of vector indexes and dataObjects, enabling accurate similarity search through dynamic batch updates and structured indexes โ†’ Streamline large-scale data management by automating batch operations such as creation, update, and deletion of dataObjects in vector collections, reducing manual intervention and operational overhead โ†’ Enable real-time insights and advanced analytics by automating complex vector searches and batch queries across collections, enhancing data retrieval workflows for development and research teams

More

More

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Google

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Google Cloud Billing

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Load More

Every call goes through one governed endpoint.

Every call goes through one governed endpoint.

Your AI clients get access. You keep control.

Your AI clients get access. You keep control.

Every call to Google Enterprise Vector Search goes through the Mindflow MCP Gateway. The same policies apply to every AI client: role-based access by team and environment, scoped credentials that never reach the client, human approval before sensitive writes, and a log of every call you can export to your SIEM.

Every call to Google Enterprise Vector Search goes through the Mindflow MCP Gateway. The same policies apply to every AI client: role-based access by team and environment, scoped credentials that never reach the client, human approval before sensitive writes, and a log of every call you can export to your SIEM.

Google Enterprise Vector Search MCP server

Live

RBAC ยท SecOps

Scoped credentials

Audit log

Aggregate data objects

Allowed

Batch search data objects

Allowed

Create batch of data objects

Needs approval

Create collection

Blocked

Every call logged ยท Export to SIEM

Put this MCP server to work.

Bring one AI client and the tools it needs. Weโ€™ll show you the setup in Mindflow, from scoped access to the audit log.

Put this MCP server to work.

Bring one AI client and the tools it needs. Weโ€™ll show you the setup in Mindflow, from scoped access to the audit log.

Less busywork. More possibility.

Let your agents handle the routine. Make room for what comes next.

Automation intelligence, delivered monthly.

Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

ยฉ 2026 Mindflow โ€” All rights reserved.

SOC 2 Type II
ISO 27001
GDPR
France 2030
Bpifrance
รŽle-de-France

Less busywork. More possibility.

Let your agents handle the routine. Make room for what comes next.

Automation intelligence, delivered monthly.

Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

ยฉ 2026 Mindflow โ€” All rights reserved.

SOC 2 Type II
ISO 27001
GDPR
France 2030
Bpifrance
รŽle-de-France

Less busywork. More possibility.

Let your agents handle the routine. Make room for what comes next.

Automation intelligence, delivered monthly.

Product releases, automation playbooks, and security research โ€” straight to your inbox. No spam, unsubscribe anytime.

ยฉ 2026 Mindflow โ€” All rights reserved.

SOC 2 Type II
ISO 27001
GDPR
France 2030
Bpifrance
รŽle-de-France