Skip to main content The #1 agentic semantic tool search: 91.6% first-try accuracy on S1 Search Bench Explore Tool Discovery

Databricks MCP Gateway

Turn Databricks Agent Bricks into an enterprise agent

Let your employees delegate real work to Databricks Agent Bricks across all their apps, under their own identity and permissions.

DrataGPLocalyzeFlipMindtoolsScreenloop

Get Databricks Agent Bricks to work.
Not just chat.

One connection to StackOne, and Databricks Agent Bricks gets scoped access to every app your employees use, to act on their behalf.

Connect

Make every system AI-ready

Give your AI access to 470+ managed MCP servers and 28,000+ tested tools. No auth code to write, no API maintenance.

Secure

Keep AI under control

Enforce identity-based access, screen every response for prompt injection, and audit every action.

Optimize

Trust what AI delivers

Keep your agent sharp with lean tool loading and boost reliability with the Falcon execution engine. Pre-synced data for faster context is coming soon.

Connect the Agent Bricks agent
to more apps in 4 steps

From auth config to first agent tool call in 5 minutes.

1

Add StackOne as a Custom MCP server in Agent Bricks.

Open Settings → Agent Bricks → AI connectors, enable Custom MCP servers, then paste the StackOne gateway URL. Available immediately to every AI Agent in your workspace.

Settings → Agent Bricks → AI connectors

Add Custom MCP server

Display name
StackOne
Server URL
https://api.stackone.com/mcp/{...}
Authentication
API Key
Save connection
View setup guide (opens in new tab)
2

Connect each SaaS integration in StackOne.

OAuth or API key per app, done once in your dashboard. Tokens stay server-side.

hubspot
salesforce
posthog
linear
slack
Browse all connectors
3

Scope agent actions.

Read-only, specific objects, or per-role exposure. Toggle from the StackOne dashboard.

Query feature store (enabled)
Read MLflow run (enabled)
Append to Delta table (enabled)
Modify production model (disabled)
Drop table (disabled)
4

Ask your Agent Bricks agent in plain English.

StackOne maps your prompt to the right action in the right system. Done.

"Pull this quarter's churn signals from HubSpot deal stages and the latest PostHog product-usage drop-offs, then write an enriched feature row into the prod.churn.features Delta table and log to MLflow."

Databricks
hubspot_list_deals
Completed
posthog_query_events
Completed
event: $pageview, $session_dropoff
window: last 30 days
result: 8,400 sessions joined to 312 HubSpot deals

Wrote 312 enriched rows to prod.churn.features. Logged as MLflow run churn_v0.7_features.

Connect Agent Bricks to
any Enterprise MCP server

One MCP gateway, 450+ pre-built SaaS connectors Agent Bricks can act on right away.

Need another connector? Build one with the AI Connector Builder

Get your Agent Bricks agent
to do more across your stack

Cross-app workflows your Agent Bricks agent now runs in seconds instead of click-throughs.

Model Output Activation

> Push the churn-score from MLflow into HubSpot contact properties so reps see it in their workflow.

SalesforceKeapZoho CRMPipedriveFreshsalesJustCallPardotAircall
Feature Pipeline Enrichment

> Pull live PostHog product events into a Delta table feeding the Online Feature Store.

SmartsheetTableauSurveyMonkeyMicrosoft ExcelQlikSnowflakeZoomInfoChartHop
ML Experiment & Run Context

> Open a Linear ticket when MLflow detects model drift, with the run ID linked.

Azure DevOpsCloudflareBitbucketGitLabLinearTerraformSupabaseOneLogin
Lakehouse → GTM Activation

> Push a Unity-Catalog-governed account cohort to Salesforce for a targeted campaign.

SalesforceKeapZoho CRMPipedriveFreshsalesJustCallPardotAircall

Not everyone on Databricks?
Your integration layer stays the same.

The same setup works across AI cloud platforms like Snowflake, Vertex AI, and every other MCP client.

Explore MCP clients

Frequently Asked Questions

You connect Databricks Agent Bricks to the StackOne MCP gateway via a custom MCP server on Databricks Apps: open Compute → Apps → Create app → MCP Server template, name it starting with mcp-, point it at the gateway URL with OAuth, and create. See the setup docs. Requires Unity Catalog.
An MCP gateway (also called an MCP aggregator) is a single endpoint that connects an AI agent to multiple MCP servers via the Model Context Protocol. Some gateways route traffic to MCP servers customers operate themselves; others, like StackOne, provide the MCP servers as a managed service — pre-built for 470+ enterprise SaaS apps, including ones with no official MCP server today.
You can connect Agent Bricks to 470+ live MCP servers through StackOne, spanning CRM, HRIS, ATS, ticketing, and finance — Salesforce, Workday, Greenhouse, and more. Each is reachable through one gateway URL instead of wiring up servers app by app. Browse the full list in the directory on this page, or build your own.
Databricks Agent Bricks ships 6 first-party MCP partners — all data vendors (You.com, Glean, S&P Global, FactSet, D&B, Moody's). StackOne adds the other 470+ operational SaaS — every app reachable through one Custom MCP Server registration instead of N separate ones, auth managed once in the dashboard, and tool definitions loaded only when relevant to the prompt.
Credentials sit at three layers: the StackOne MCP Databricks App (OAuth on the app config, controlled by Databricks workspace admins via Unity Catalog permissions), SaaS connector credentials (server-side in your StackOne dashboard), and per-user OAuth or session tokens (server-side, scoped per user). StackOne stores OAuth tokens and API keys, refreshes them automatically, and only exposes the actions you've authorized to the agent.
Skip the StackOne MCP gateway when any of these is true:
  • Databricks's 6 first-party data-vendor MCP partners (You.com, Glean, S&P Global, FactSet, D&B, Moody's) already cover your apps
  • You use only a handful of actions across a few apps
  • You don't need multi-tenancy or per-action scoping
  • Prompt injection isn't a concern
  • Your provider already does tool discovery and server-side execution

Connect All Your Apps to Databricks.

One MCP gateway, 470+ pre-built SaaS connectors. Set up in 5 minutes.