Google

Entreprise

Google Data Labeling MCP server
Google Data Labeling MCP server
Google Data Labeling 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

Q: What is the Google Data Labeling MCP server?

It’s a Model Context Protocol server that exposes the Google Data Labeling API operations as tools. Claude, ChatGPT, Cursor or your own agents call them through the Mindflow MCP Gateway.

Q: Do I need an official MCP server from the vendor?

No. Mindflow exposes Google Data Labeling as an MCP server through its native connector, which covers the full API and stays current when the API changes.

Q: Which AI clients can use Google Data Labeling through MCP?

MCP-compatible clients such as Claude, ChatGPT, Cursor, Codex or your own agents. They connect to one governed endpoint, so changing clients doesn’t mean rebuilding access.

Q: How do I control what AI agents can do in Google Data Labeling?

In the MCP Gateway, choose the tools each client may call. Allow reads, require human approval before sensitive writes and block the rest. Credentials stay in Mindflow and every call is logged.

Q: Can the same connection power automated workflows?

Yes. The same Google Data Labeling connector runs in Mindflow flows and AI··Agents, so one connection serves your AI clients and your automations.

Expose Google Data Labeling to Claude, ChatGPT, Cursor or your own agents as a governed MCP server, even if the vendor doesn’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.

Book a demo

See the integration

operation

available

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

Other services from this vendor:

Other services from this portfolio:

operation

available

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

Other services from this vendor:

Other services from this portfolio:

operation

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.

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Tools exposed by this MCP server

Every Google Data Labeling 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 Data Labeling
Google Data Labeling
Create annotation spec set
Create annotation spec set
Google Data Labeling
Google Data Labeling
Create dataset
Create dataset
Google Data Labeling
Google Data Labeling
Create evaluation job
Create evaluation job
Google Data Labeling
Google Data Labeling
Export dataset data and annotations
Export dataset data and annotations
Google Data Labeling
Google Data Labeling
Import data into dataset
Import data into dataset
Google Data Labeling
Google Data Labeling
Label image dataset
Label image dataset
Google Data Labeling
Google Data Labeling
Label text dataset
Label text dataset
Google Data Labeling
Google Data Labeling
Label video dataset
Label video dataset
Google Data Labeling
Google Data Labeling
List annotated datasets
List annotated datasets
Google Data Labeling
Google Data Labeling
List annotation spec sets
List annotation spec sets
Google Data Labeling
Google Data Labeling
List data items
List data items
Google Data Labeling
Google Data Labeling
List datasets
List datasets
Google Data Labeling
Google Data Labeling
List evaluation jobs
List evaluation jobs
Google Data Labeling
Google Data Labeling
List examples in annotated dataset
List examples in annotated dataset
Google Data Labeling
Google Data Labeling
Search evaluations
Search evaluations

Google Data Labeling
Create annotation spec set
Google Data Labeling
Create dataset
Google Data Labeling
Create evaluation job
Google Data Labeling
Export dataset data and annotations
Google Data Labeling
Import data into dataset
Google Data Labeling
Label image dataset
Google Data Labeling
Label text dataset
Google Data Labeling
Label video dataset
Google Data Labeling
List annotated datasets
Google Data Labeling
List annotation spec sets
Google Data Labeling
List data items
Google Data Labeling
List datasets
Google Data Labeling
List evaluation jobs
Google Data Labeling
List examples in annotated dataset
Google Data Labeling
Search evaluations

Google Data Labeling
Google Data Labeling
Search evaluations
Search evaluations
Google Data Labeling
Google Data Labeling
List examples in annotated dataset
List examples in annotated dataset
Google Data Labeling
Google Data Labeling
List evaluation jobs
List evaluation jobs
Google Data Labeling
Google Data Labeling
List datasets
List datasets
Google Data Labeling
Google Data Labeling
List data items
List data items
Google Data Labeling
Google Data Labeling
List annotation spec sets
List annotation spec sets
Google Data Labeling
Google Data Labeling
List annotated datasets
List annotated datasets
Google Data Labeling
Google Data Labeling
Label video dataset
Label video dataset
Google Data Labeling
Google Data Labeling
Label text dataset
Label text dataset
Google Data Labeling
Google Data Labeling
Label image dataset
Label image dataset
Google Data Labeling
Google Data Labeling
Import data into dataset
Import data into dataset
Google Data Labeling
Google Data Labeling
Export dataset data and annotations
Export dataset data and annotations
Google Data Labeling
Google Data Labeling
Create evaluation job
Create evaluation job
Google Data Labeling
Google Data Labeling
Create dataset
Create dataset
Google Data Labeling
Google Data Labeling
Create annotation spec set
Create annotation spec set

Google Data Labeling
Search evaluations
Google Data Labeling
List examples in annotated dataset
Google Data Labeling
List evaluation jobs
Google Data Labeling
List datasets
Google Data Labeling
List data items
Google Data Labeling
List annotation spec sets
Google Data Labeling
List annotated datasets
Google Data Labeling
Label video dataset
Google Data Labeling
Label text dataset
Google Data Labeling
Label image dataset
Google Data Labeling
Import data into dataset
Google Data Labeling
Export dataset data and annotations
Google Data Labeling
Create evaluation job
Google Data Labeling
Create dataset
Google Data Labeling
Create annotation spec set

Connect Google Data Labeling to your AI client in three steps.

01 Connect the service

Add Google Data Labeling 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.

How the MCP Gateway governs every call

Use cases

What your AI agents can do with Google Data Labeling

AI clients

Mindflow

Google Data Labeling

→ Automate the management of annotated datasets by listing, labeling, and exporting data, reducing manual annotation overhead and enabling consistent dataset updates across projects. → Streamline feedback processes by automating creation and listing of feedback threads and messages, helping labelers and reviewers communicate seamlessly and maintain data quality. → Simplify project evaluation workflows by automating the creation, pausing, resuming, and searching of evaluation jobs, enabling continuous performance assessments without manual intervention.

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Every call goes through one governed endpoint.

Your AI clients get access. You keep control.

Every call to Google Data Labeling 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.

Discover the MCP Gateway

Google Data Labeling MCP server

Live

RBAC · SecOps

Scoped credentials

Audit log

Create annotation spec set

Allowed

Create dataset

Allowed

Create evaluation job

Needs approval

Export dataset data and annotations

Blocked

Every call logged · Export to SIEM

Questions about the Google Data Labeling MCP server

Clear answers before you connect an AI client.

What is the Google Data Labeling MCP server?

Do I need an official MCP server from the vendor?

Which AI clients can use Google Data Labeling through MCP?

How do I control what AI agents can do in Google Data Labeling?

Can the same connection power automated workflows?

Questions about the Google Data Labeling MCP server

Clear answers before you connect an AI client.

What is the Google Data Labeling MCP server?

Do I need an official MCP server from the vendor?

Which AI clients can use Google Data Labeling through MCP?

How do I control what AI agents can do in Google Data Labeling?

Can the same connection power automated workflows?

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Put this MCP server to work.

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

Book a demo

Put this MCP server to work.

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

Book a demo

Less busywork. More possibility.

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

Let’s talk

Automation intelligence, delivered monthly.

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

Less busywork. More possibility.

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

Let’s talk

Automation intelligence, delivered monthly.

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

Less busywork. More possibility.

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

Let’s talk

Automation intelligence, delivered monthly.

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

SOC Starter

Vulnerability Operations

DORA & NIS2

SOC Starter

SOC Starter

Vulnerability Operations

DORA & NIS2

SOC Starter

Every Google Data Labeling operation, as an MCP tool

Every Google Data Labeling operation, as an MCP tool

Connect Google Data Labeling to your AI client in three steps.

01

Connect the service

02

Choose the tools

03

Connect your AI client

What your AI agents can do with Google Data Labeling

What your AI agents can do with Google Data Labeling

More

More

Google

Google

Entreprise

Entreprise

MCP servers:

MCP servers:

More

More

Google

Google

MCP servers:

MCP servers:

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.

Questions about the Google Data Labeling MCP server

Questions about the Google Data Labeling MCP server

Automation intelligence, delivered monthly.

Automation intelligence, delivered monthly.

Automation intelligence, delivered monthly.