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Connectors Databricks Workspace
Live 36 Actions

Databricks Workspace Integration for AI Agents

Connect your AI agent to 36 QA'd Databricks Workspace actions via MCP, A2A, or SDK, with agent authentication, tool-calling execution, and security built-in.

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Databricks Workspace AI Agent Actions

36 production-ready actions for your agent to do more on Databricks Workspace.

36 Actions
List Clusters - List all pinned, active, and recently terminated clusters in the workspace
Get Cluster - Retrieve the configuration and state of a specific cluster by ID
Create Cluster - Create a new Databricks compute cluster with the supplied configuration
Edit Cluster - Update the configuration of an existing cluster to match the supplied attributes
Start Cluster - Start a terminated Spark cluster using its existing configuration
Restart Cluster - Restart a Spark cluster that is currently running
Terminate Cluster - Terminate a running cluster while preserving its configuration
Permanently Delete Cluster - Permanently delete a cluster, removing its configuration entirely
List Spark Versions - List the Spark versions available for use when creating a new cluster
List Node Types - List the supported node types available for cluster worker and driver nodes
List Jobs - List all jobs in the workspace
Get Job - Get details of a specific job
Create Job - Create a new job in the workspace
Update Job - Partially update a job's settings
Delete Job - Delete a job from the workspace
Run Job - Trigger a job run immediately
List Job Runs - List runs for a specific job or all runs in the workspace
Get Job Run - Get details of a specific job run
Cancel Job Run - Cancel an active job run
Get Job Run Output - Get the output of a completed job run task
Execute SQL Statement - Execute a SQL statement on a warehouse
Get SQL Statement - Get the status and results of a SQL statement execution
Cancel SQL Statement - Cancel a running SQL statement execution
List SQL Warehouses - List all SQL warehouses in the workspace
Get SQL Warehouse - Get details of a specific SQL warehouse
Create SQL Warehouse - Create a new SQL warehouse
Edit SQL Warehouse - Update configuration of an existing SQL warehouse
Start SQL Warehouse - Start a stopped SQL warehouse
Stop SQL Warehouse - Stop a running SQL warehouse
Delete SQL Warehouse - Delete a SQL warehouse
List Workspace Objects - List objects in a workspace directory
Get Workspace Object Status - Get metadata for a workspace object
Create Workspace Directory - Create a directory in the workspace
Import Workspace Object - Import a notebook or file into the workspace
Export Workspace Object - Export a notebook or file from the workspace
Delete Workspace Object - Delete a workspace object

Do More, Build Less

Integration Infrastructure for Databricks Workspace AI Agents

Multiple Interfaces

Access integrations via API, AI SDKs, MCP & A2A.

Databricks Workspace MCP server
Managed Authentication

Pre-built authentication UI.

Agent auth
Falcon Engine

Every Databricks Workspace action runs on Falcon.

Agent Execution Engine
StackOne Defender
StackOne Defender Meta PG v1 Meta PG v2 DeBERTa 88.7% 67.5% 63.1% 56.9% Detection accuracy

88.7% prompt injection detection.

Prompt injection defense

"What impressed us most about StackOne is its ambition and clarity. They're creating infrastructure that modern software and the entire AI agent ecosystem can rely on. The depth of secure integrations, the pace of delivery, and the team's foresight into AI's future uniquely position StackOne to redefine this category."

Luna Schmid, Partner at GV

"We've been impressed by how quickly and deeply StackOne integrates with complex enterprise systems -- and now, with their focus on agent-to-agent interoperability, they're unlocking even more powerful use cases for customers. StackOne delivers all of the above in a universal layer -- without compromise."

Barbry McGann, SVP at Workday Ventures

G2 - High Performer G2 - Easiest To Do Business With G2 - Users Love Us G2 - Users Most Likely To Recommend G2 - Easiest Admin

Product Teams Love Building Agent Integrations With StackOne

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Databricks Workspace Agent Integration Resources

Agentic Context Engineering: Why AI Agents Kill Their Own Context Windows

AI agents exceed their context windows without knowing it. Six failure patterns and seven survival architectures for agentic context engineering.

15 min

MCP Code Mode: Keeping Tool Responses Out of Agent Context

Anthropic's code_execution processes data already in context. Custom MCP code mode keeps raw tool responses in a sandbox. 14K tokens vs 500.

11 min

Comparing BM25, TF-IDF, and Hybrid Search for MCP Tool Discovery

Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.

10 min

Put your AI agents to work

All the tools you need to build and scale AI agent integrations, with best-in-class connectivity, execution, and security.