Databricks

Databricks Workspace on GCP MCP server

Databricks Workspace on GCP MCP server

Databricks Workspace on GCP 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 Databricks Workspace on GCP 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 Databricks Workspace on GCP 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.

Our customers scale automation with security built in.

Tools exposed by this MCP server

Every Databricks Workspace on GCP operation, as an MCP tool

Every Databricks Workspace on GCP 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:

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a model

    Create a model

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a model version

    Create a model version

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a new job

    Create a new job

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a new serving endpoint

    Create a new serving endpoint

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a repo

    Create a repo

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a run

    Create a run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create an index

    Create an index

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create and trigger a one-time run

    Create and trigger a one-time run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get a run

    Get a run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get a single job

    Get a single job

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get a single serving endpoint

    Get a single serving endpoint

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get current user info

    Get current user info

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get status

    Get status

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    List directory contents or file details

    List directory contents or file details

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    List indexes

    List indexes

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    List jobs

    List jobs

  • Databricks Workspace on GCP

    Create a model

  • Databricks Workspace on GCP

    Create a model version

  • Databricks Workspace on GCP

    Create a new job

  • Databricks Workspace on GCP

    Create a new serving endpoint

  • Databricks Workspace on GCP

    Create a repo

  • Databricks Workspace on GCP

    Create a run

  • Databricks Workspace on GCP

    Create an index

  • Databricks Workspace on GCP

    Create and trigger a one-time run

  • Databricks Workspace on GCP

    Get a run

  • Databricks Workspace on GCP

    Get a single job

  • Databricks Workspace on GCP

    Get a single serving endpoint

  • Databricks Workspace on GCP

    Get current user info

  • Databricks Workspace on GCP

    Get status

  • Databricks Workspace on GCP

    List directory contents or file details

  • Databricks Workspace on GCP

    List indexes

  • Databricks Workspace on GCP

    List jobs

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Upload a file

    Upload a file

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Query an index

    Query an index

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Log a metric for a run

    Log a metric for a run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    List jobs

    List jobs

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    List indexes

    List indexes

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    List directory contents or file details

    List directory contents or file details

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get status

    Get status

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get current user info

    Get current user info

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get a single serving endpoint

    Get a single serving endpoint

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get a single job

    Get a single job

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Get a run

    Get a run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create and trigger a one-time run

    Create and trigger a one-time run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create an index

    Create an index

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a run

    Create a run

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a repo

    Create a repo

  • Databricks Workspace on GCP

    Databricks Workspace on GCP

    Create a new serving endpoint

    Create a new serving endpoint

  • Databricks Workspace on GCP

    Upload a file

  • Databricks Workspace on GCP

    Query an index

  • Databricks Workspace on GCP

    Log a metric for a run

  • Databricks Workspace on GCP

    List jobs

  • Databricks Workspace on GCP

    List indexes

  • Databricks Workspace on GCP

    List directory contents or file details

  • Databricks Workspace on GCP

    Get status

  • Databricks Workspace on GCP

    Get current user info

  • Databricks Workspace on GCP

    Get a single serving endpoint

  • Databricks Workspace on GCP

    Get a single job

  • Databricks Workspace on GCP

    Get a run

  • Databricks Workspace on GCP

    Create and trigger a one-time run

  • Databricks Workspace on GCP

    Create an index

  • Databricks Workspace on GCP

    Create a run

  • Databricks Workspace on GCP

    Create a repo

  • Databricks Workspace on GCP

    Create a new serving endpoint

Connect Databricks Workspace on GCP to your AI client in three steps.

01

Connect the service

Add Databricks Workspace on GCP 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 Databricks Workspace on GCP

What your AI agents can do with Databricks Workspace on GCP

AI clients

Mindflow

Databricks Workspace on GCP

โ†’ Automate job scheduling and execution to reduce manual overhead by dynamically creating job runs and managing job permissions, utilizing APIs like Jobs_21.submitRun and Jobs.updatePermissions to maintain workflow continuity. โ†’ Streamline data asset management by automating file uploads, directory creations, and metadata retrieval via Dbfs.put, Dbfs.mkdirs, and Files.getFileMetadata, ensuring accurate data versioning and accessibility. โ†’ Enhance model registry governance through automated version control and permissions management using ModelRegistry.createModelVersion and ModelRegistry.updatePermissions, facilitating secure and compliant handling of ML models.

โ†’ Automate job scheduling and execution to reduce manual overhead by dynamically creating job runs and managing job permissions, utilizing APIs like Jobs_21.submitRun and Jobs.updatePermissions to maintain workflow continuity. โ†’ Streamline data asset management by automating file uploads, directory creations, and metadata retrieval via Dbfs.put, Dbfs.mkdirs, and Files.getFileMetadata, ensuring accurate data versioning and accessibility. โ†’ Enhance model registry governance through automated version control and permissions management using ModelRegistry.createModelVersion and ModelRegistry.updatePermissions, facilitating secure and compliant handling of ML models.

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 Databricks Workspace on GCP 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 Databricks Workspace on GCP 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.

Databricks Workspace on GCP MCP server

Live

RBAC ยท SecOps

Scoped credentials

Audit log

Create a model

Allowed

Create a model version

Allowed

Create a new job

Needs approval

Create a new serving endpoint

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