Big Data
Google Dataform MCP server
Google Dataform MCP server
Google Dataform 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
Google Dataform MCP server
Google Dataform MCP server
Google Dataform 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 Dataform 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.
Expose Google Dataform 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.
39
operation
s
available
Complete and up-to-date endpoint coverage by Mindflow.
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operation
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available
Complete and up-to-date endpoint coverage by Mindflow.
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Cloud Deployment Manager
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available
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Entreprise Cloud Speech-to-Text
Entreprise Cloud Translation
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Our customers scale automation with security built in.
Tools exposed by this MCP server
Every Google Dataform operation, as an MCP tool
Every Google Dataform 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 Dataform
Google Dataform
Create compilation result
Create compilation result
Google Dataform
Google Dataform
Create workflow invocation
Create workflow invocation
Google Dataform
Google Dataform
Fetch git diff for workspace file
Fetch git diff for workspace file
Google Dataform
Google Dataform
Fetch git statuses for workspace files
Fetch git statuses for workspace files
Google Dataform
Google Dataform
Fetch repository remote branches
Fetch repository remote branches
Google Dataform
Google Dataform
Get compilation result
Get compilation result
Google Dataform
Google Dataform
List repositories in location
List repositories in location
Google Dataform
Google Dataform
List supported locations
List supported locations
Google Dataform
Google Dataform
Move file within workspace
Move file within workspace
Google Dataform
Google Dataform
Patch release config
Patch release config
Google Dataform
Google Dataform
Pull git commits into workspace
Pull git commits into workspace
Google Dataform
Google Dataform
Push git commits from workspace
Push git commits from workspace
Google Dataform
Google Dataform
Query compilation results
Query compilation results
Google Dataform
Google Dataform
Remove file from workspace
Remove file from workspace
Google Dataform
Google Dataform
Test workspace iam permissions
Test workspace iam permissions
Google Dataform
Create compilation result
Google Dataform
Create workflow invocation
Google Dataform
Fetch git diff for workspace file
Google Dataform
Fetch git statuses for workspace files
Google Dataform
Fetch repository remote branches
Google Dataform
Get compilation result
Google Dataform
List repositories in location
Google Dataform
List supported locations
Google Dataform
Move file within workspace
Google Dataform
Patch release config
Google Dataform
Pull git commits into workspace
Google Dataform
Push git commits from workspace
Google Dataform
Query compilation results
Google Dataform
Remove file from workspace
Google Dataform
Test workspace iam permissions
Google Dataform
Google Dataform
Test workspace iam permissions
Test workspace iam permissions
Google Dataform
Google Dataform
Remove file from workspace
Remove file from workspace
Google Dataform
Google Dataform
Query compilation results
Query compilation results
Google Dataform
Google Dataform
Push git commits from workspace
Push git commits from workspace
Google Dataform
Google Dataform
Pull git commits into workspace
Pull git commits into workspace
Google Dataform
Google Dataform
Patch release config
Patch release config
Google Dataform
Google Dataform
Move file within workspace
Move file within workspace
Google Dataform
Google Dataform
List supported locations
List supported locations
Google Dataform
Google Dataform
List repositories in location
List repositories in location
Google Dataform
Google Dataform
Get compilation result
Get compilation result
Google Dataform
Google Dataform
Fetch repository remote branches
Fetch repository remote branches
Google Dataform
Google Dataform
Fetch git statuses for workspace files
Fetch git statuses for workspace files
Google Dataform
Google Dataform
Fetch git diff for workspace file
Fetch git diff for workspace file
Google Dataform
Google Dataform
Create workflow invocation
Create workflow invocation
Google Dataform
Google Dataform
Create compilation result
Create compilation result
Google Dataform
Test workspace iam permissions
Google Dataform
Remove file from workspace
Google Dataform
Query compilation results
Google Dataform
Push git commits from workspace
Google Dataform
Pull git commits into workspace
Google Dataform
Patch release config
Google Dataform
Move file within workspace
Google Dataform
List supported locations
Google Dataform
List repositories in location
Google Dataform
Get compilation result
Google Dataform
Fetch repository remote branches
Google Dataform
Fetch git statuses for workspace files
Google Dataform
Fetch git diff for workspace file
Google Dataform
Create workflow invocation
Google Dataform
Create compilation result
Connect Google Dataform to your AI client in three steps.
01
Connect the service
Add Google Dataform 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 Dataform
What your AI agents can do with Google Dataform
AI clients
Mindflow
Google Dataform
→ Automate Git commit synchronization pain points by continuously pulling and pushing repository changes automatically, ensuring data workflows are always up to date with the latest development versions. → Eliminate manual workflow triggering by programmatically creating and managing workflow invocations, allowing scheduled or event-driven data pipeline executions within repositories. → Streamline file and configuration management through automated creation, modification, and removal of files, directories, and release configurations in Dataform workspaces using precise API operations.
→ Automate Git commit synchronization pain points by continuously pulling and pushing repository changes automatically, ensuring data workflows are always up to date with the latest development versions. → Eliminate manual workflow triggering by programmatically creating and managing workflow invocations, allowing scheduled or event-driven data pipeline executions within repositories. → Streamline file and configuration management through automated creation, modification, and removal of files, directories, and release configurations in Dataform workspaces using precise API operations.
More
More
Big Data
Big Data
MCP servers:
MCP servers:
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Android Device Provisioning
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BigQuery
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BigQuery Connection
BigQuery Connection
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BigQuery Data Transfer
BigQuery Data Transfer
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BigQuery Reservation
Campaign Manager 360
Campaign Manager 360
Campaign Manager 360
Chrome Policy
Chrome Policy
Chrome Policy
Chrome User Experience Report
Chrome User Experience Report
Chrome User Experience Report
Chrome Verified Access
Chrome Verified Access
Chrome Verified Access
Chronicle Security Search
Chronicle Security Search
Chronicle Security Search
Cloud Deployment Manager
Cloud Deployment Manager
Cloud Deployment Manager
Cloud Testing
Cloud Testing
Cloud Testing
Cloud Workstations
Cloud Workstations
Cloud Workstations
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 Dataform 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 Dataform 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 Dataform MCP server
Live
RBAC · SecOps
Scoped credentials
Audit log
Create compilation result
Allowed
Create workflow invocation
Allowed
Fetch git diff for workspace file
Needs approval
Fetch git statuses for workspace files
Blocked
Every call logged · Export to SIEM
Questions about the Google Dataform MCP server
Clear answers before you connect an AI client.
Questions about the Google Dataform MCP server
Clear answers before you connect an AI client.
Explore more MCP servers in our catalog of 4,000+ services.
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.
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.
Less busywork. More possibility.
Let your agents handle the routine. Make room for what comes next.
Resources
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.
Resources
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.
Resources
Automation intelligence, delivered monthly.
Product releases, automation playbooks, and security research — straight to your inbox. No spam, unsubscribe anytime.