Databricks MCP connector

Databricks is a unified data and AI platform that provides compute, job orchestration, and Unity Catalog governance for enterprise data workloads. The Databricks MCP connector allows AI agents to manage clusters, cluster policies, and runtime configurations while monitoring and controlling jobs across a workspace. It also supports retrieving details on node types, available runtime versions, and job execution history to help teams govern their compute resources effectively.

Authentication type

• OAuth 2.0 Authorization Code - Requires a one-time user login to authorize the agent to access the service on their behalf.

Uses

Use the Databricks MCP connector to perform the following actions:

• Launch and monitor Databricks clusters without touching the workspace console
• Automate job creation, scheduling, and execution across Databricks workflows
• Track job run history and troubleshoot failed runs instantly
• Enforce compute governance with reusable cluster policies and instance profiles
• Standardize cluster environments with global init scripts and runtime versions
• Cancel or clean up stale job runs to free compute resources
• Audit installed libraries across every cluster in the workspace
• Scale compute efficiently using instance pools and approved node types

Example prompts

Use the following example prompts to invoke Databricks MCP connector tools from your AI assistant or Boomi Connect workflow:

• Show me every cluster running in Databricks right now.
• Start a new job run for our nightly sales report in Databricks.
• Which Databricks jobs failed in the last 24 hours.
• Create a cluster policy that limits node size for our data team.
• List the available Databricks runtime versions for a new cluster.
• Cancel the Databricks job run that's been stuck since this morning.
• Set up a new instance profile for our analytics cluster in Databricks.
• Show me all the global init scripts configured in Databricks.
• Delete the old job we no longer use in Databricks.
• What node types can I choose for a new Databricks cluster?

Databricks MCP connector tools

The Databricks MCP connector provides the following tools. Each tool maps to a specific action you can invoke from your AI agent or automation.

Tool	Description
listClusters	List all clusters visible to the caller, including running, pending, and terminated clusters.
listSparkVersions	List the Databricks Runtime versions available for use with new clusters.
listNodeTypes	List the node types available for use with new clusters in this workspace.
listClusterPolicies	List all cluster policies defined in the workspace.
getClusterPolicyById	Retrieve a single cluster policy.
createClusterPolicy	Create a new cluster policy.
updateClusterPolicy	Update an existing cluster policy.
deleteClusterPolicy	Delete a cluster policy.
listJobs	List jobs visible to the caller.
getJobById	Retrieve the details for a single job.
createJob	Create a new job.
updateJob	Overwrite all settings for an existing job.
patchJob	Apply a partial update to an existing job's settings, adding/changing only the fields provided and optionally removing n...
deleteJob	Delete a job and its run history.
runJobNow	Trigger an immediate run of a job.
listJobRuns	List runs, most recent first.
getJobRunById	Retrieve the metadata for a single run.
cancelJobRun	Cancel an in-progress run.
deleteJobRun	Delete a non-active run's metadata.
listInstancePools	List all instance pools visible to the caller.
listInstanceProfiles	List the instance profiles registered in the workspace.
createInstanceProfile	Register a new instance profile for use by clusters.
updateInstanceProfile	Update an existing instance profile's settings.
deleteInstanceProfile	Remove an instance profile so clusters can no longer use it.
listAllClusterLibraryStatuses	List library installation statuses across all clusters in the workspace.
listGlobalInitScripts	List all global init scripts configured for the workspace.
createGlobalInitScript	Create a new global init script.
getGlobalInitScriptById	Retrieve a single global init script, including its content.
updateGlobalInitScript	Update an existing global init script.
deleteGlobalInitScript	Delete a global init script.
listDbfsPath	List the contents of a directory, or details of a file, on DBFS.
listWorkspaceObjects	List the contents of a workspace directory.
getWorkspaceObjectStatus	Get metadata for a workspace object without its content.
createWorkspaceDirectory	Create a directory (and any missing parents) in the workspace.
importWorkspaceObject	Import a notebook or file into the workspace.
exportWorkspaceObject	Export a notebook or file from the workspace.
deleteWorkspaceObject	Delete a workspace object.
listRepos	List Git repositories linked into the workspace.
createRepo	Clone a Git repository into the workspace.
getRepoById	Retrieve details of a linked repository.
updateRepo	Update the checked-out branch or tag of a linked repository.
deleteRepo	Remove a linked repository from the workspace.
listGitCredentials	List the caller's stored Git credentials.
createGitCredential	Store a new Git credential for the caller.
getGitCredentialById	Retrieve a single stored Git credential.
updateGitCredential	Update a stored Git credential.
deleteGitCredential	Delete a stored Git credential.
listSecretScopes	List all secret scopes visible to the caller.
createSecretScope	Create a new secret scope.
deleteSecretScope	Delete a secret scope and all secrets within it.
listSecrets	List the metadata of secrets within a scope.
createOrUpdateSecret	Create or overwrite a secret value within a scope.
deleteSecret	Delete a secret from a scope.
listSecretAcls	List the ACLs configured on a secret scope.
createOrUpdateSecretAcl	Grant or update a principal's permission on a secret scope.
deleteSecretAcl	Revoke a principal's permission on a secret scope.
listTokens	List metadata for the caller's personal access tokens.
createToken	Create a new personal access token for the caller.
deleteToken	Revoke a personal access token.
listAllTokens	List all personal access tokens in the workspace (admin only).
getTokenById	Retrieve admin-visible metadata for a single token.
deleteAnyToken	Revoke any user's token (admin only).
listSqlWarehouses	List the SQL warehouses in the workspace.
createSqlWarehouse	Create a new SQL warehouse.
getSqlWarehouseById	Retrieve the details of a SQL warehouse.
deleteSqlWarehouse	Delete a SQL warehouse.
updateSqlWarehouse	Update the configuration of a SQL warehouse.
startSqlWarehouse	Start a stopped SQL warehouse.
stopSqlWarehouse	Stop a running SQL warehouse.
listSqlQueries	List saved SQL queries visible to the caller.
createSqlQuery	Create a new saved SQL query.
getSqlQueryById	Retrieve a single saved SQL query.
updateSqlQuery	Update an existing saved SQL query.
deleteSqlQuery	Delete a saved SQL query.
listSqlAlerts	List SQL alerts visible to the caller.
createSqlAlert	Create a new SQL alert.
getSqlAlertById	Retrieve a single SQL alert.
updateSqlAlert	Update an existing SQL alert.
deleteSqlAlert	Delete a SQL alert.
listQueryHistory	List the execution history of Databricks SQL queries.
executeSqlStatement	Execute a SQL statement on a SQL warehouse and optionally wait synchronously for results.
getSqlStatementById	Retrieve the current status and, once available, the results of a previously submitted statement.
getSqlStatementResultChunk	Retrieve a specific chunk of a completed statement's result set.
cancelSqlStatement	Request cancellation of a running statement.
listCatalogs	List catalogs visible to the caller.
getCatalogByName	Retrieve details of a single Catalog.
listSchemas	List schemas visible to the caller.
createSchema	Create a new Schema.
getSchemaByFullName	Retrieve details of a single Schema.
updateSchema	Update an existing Schema.
deleteSchema	Delete a Schema.
listTables	List tables visible to the caller.
getTableByFullName	Retrieve details of a single Table.
updateTable	Update mutable metadata (e.g.
deleteTable	Delete a Table.
listVolumes	List volumes visible to the caller.
createVolume	Create a new Volume.
getVolumeByFullName	Retrieve details of a single Volume.
updateVolume	Update an existing Volume.
deleteVolume	Delete a Volume.
listFunctions	List functions visible to the caller.
createFunction	Register a new SQL/Python function in Unity Catalog.
getFunctionByFullName	Retrieve details of a single Function.
deleteFunction	Delete a Function.
listConnections	List connections visible to the caller.
createConnection	Create a new Connection.
getConnectionByName	Retrieve details of a single Connection.
updateConnection	Update an existing Connection.
deleteConnection	Delete a Connection.
listStorageCredentials	List storage credentials visible to the caller.
createStorageCredential	Create a new StorageCredential.
getStorageCredentialByName	Retrieve details of a single StorageCredential.
updateStorageCredential	Update an existing StorageCredential.
deleteStorageCredential	Delete a StorageCredential.
listExternalLocations	List external locations visible to the caller.
getExternalLocationByName	Retrieve details of a single ExternalLocation.
getCurrentMetastoreAssignment	Retrieve the Unity Catalog metastore assigned to this workspace.
listServingEndpoints	List the model serving endpoints in the workspace.
getServingEndpointByName	Retrieve the details and state of a serving endpoint.
getServingEndpointOpenApi	Retrieve the OpenAPI 3.1 schema describing how to invoke a serving endpoint.
listMlflowExperiments	List MLflow experiments visible to the caller.
getMlflowExperimentById	Retrieve a single MLflow experiment.
createMlflowExperiment	Create a new MLflow experiment.
deleteMlflowExperiment	Delete an MLflow experiment.
getObjectPermissions	Retrieve the access-control list for a Databricks object.
setObjectPermissions	Replace the access-control list for a Databricks object.
updateObjectPermissions	Grant additional permissions on a Databricks object without removing existing ones.
listScimUsers	List Users in the workspace.
createScimUser	Create a new scimuser.
getScimUserById	Retrieve a single scimuser.
patchScimUser	Apply a partial update to a User via SCIM PatchOp operations.
deleteScimUser	Delete a scimuser.
listScimGroups	List Groups in the workspace.
createScimGroup	Create a new scimgroup.
getScimGroupById	Retrieve a single scimgroup.
deleteScimGroup	Delete a scimgroup.
listScimServicePrincipals	List ServicePrincipals in the workspace.
createScimServicePrincipal	Create a new scimserviceprincipal.
getScimServicePrincipalById	Retrieve a single scimserviceprincipal.
deleteScimServicePrincipal	Delete a scimserviceprincipal.
getMe	Retrieve the SCIM identity of the currently authenticated principal.
listPipelines	List Delta Live Tables pipelines visible to the caller.
createPipeline	Create a new Delta Live Tables pipeline.
getPipelineById	Retrieve the details and state of a pipeline.
updatePipeline	Update the configuration of an existing pipeline.
deletePipeline	Delete a pipeline.
startPipelineUpdate	Start a new update (run) of a pipeline.
stopPipeline	Stop a running pipeline update.
listLakeviewDashboards	List AI/BI dashboards visible to the caller.
createLakeviewDashboard	Create a new AI/BI dashboard.
getLakeviewDashboardById	Retrieve a single AI/BI dashboard.
updateLakeviewDashboard	Update an existing AI/BI dashboard.
deleteLakeviewDashboard	Move an AI/BI dashboard to the trash.
listVectorSearchEndpoints	List Vector Search endpoints in the workspace.
createVectorSearchEndpoint	Create a new Vector Search endpoint.
getVectorSearchEndpointByName	Retrieve the details of a Vector Search endpoint.
deleteVectorSearchEndpoint	Delete a Vector Search endpoint.
getWorkspaceConf	Retrieve the value of one or more workspace configuration keys.
updateWorkspaceConf	Set one or more workspace configuration keys.