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How to connect dbt Cloud with ChatGPT

Connect ChatGPT to dbt Cloud MCP. List dbt cloud projects and environments, query governed data through dbt semantic layer, and more using natural language, with authentication handled for you.

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dbt Cloud is a platform for managing analytics projects and governed data products. It provides administrative APIs, metadata discovery, and Semantic Layer access.

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How to connect dbt Cloud MCP with ChatGPT

ChatGPT can take action across your apps and files, stay with a project for hours, and turn a goal into finished materials like sheets, slides, and docs, not just answers.

In this guide, I will explain the easiest and most secure way to connect your dbt Cloud account to ChatGPT via Composio Connect, so it can list projects, inspect metadata, monitor job runs, query governed data, and manage environments through natural language commands without ever putting your account credentials at risk.

Also integrate dbt Cloud with

Claude CoworkHermesAtomic Agent

Why use Composio over default connectors?

  • Apps with read and write access. Default connectors mostly can read your data. Composio's dbt Cloud integration lets ChatGPT take actions like creating drafts, sending updates, labeling records, and more.
  • 1,500+ SaaS toolkits out of the box. Composio gives you instant access to a vast catalog of pre-built connectors, from Gmail and Slack to Notion, Linear, and Salesforce.
  • One MCP server for every app. Connect any of your applications on demand through a single endpoint, rather than juggling a separate server for each app.
  • Smart, context-aware tool loading. Unlike traditional MCP servers that dump every available tool into the LLM context window, Composio searches for and loads only the tools relevant to the task at hand.
  • Cross-app automation. Chain actions across multiple apps in a single run - fetch a thread, summarize it in Notion, and post highlights to Slack without leaving the conversation.

Prerequisites

Note: Composio connects through OAuth. You will be asked to sign in and approve specific permissions. Review the permission screen carefully if you are using a work account.

Step-by-step: Connect dbt Cloud to ChatGPT

1. Install the Composio plugin

Click the button. ChatGPT opens the Composio plugin page. Click Install plugin.

Install in ChatGPT

Composio plugin page in ChatGPT with the Install plugin button

You can also find it inside ChatGPT: go to Settings, open Plugins, search the marketplace for Composio, and click Install plugin.

2. Authenticate

After you install, ChatGPT asks you to authenticate with Composio. Log in and click Allow access to authorize ChatGPT to use your Composio account.

Composio login and Allow access screen for ChatGPT

3. Start using Composio

That is it. Composio tools are now available in ChatGPT. Type @Composio followed by your request, for example @Composio find unread dbt Cloud messages and summarize them, and it will run the actions you authorize. On first use it asks you to authorize dbt Cloud.

Option 2: Add Composio as an MCP server

If you cannot use the plugin marketplace, add Composio as a custom MCP server instead.

1. Open the MCP settings

In ChatGPT, go to Settings and open the Plugins section. Inside the Plugins page, click the MCP tab.

ChatGPT settings showing the Plugins page with the MCP tab selected

2. Add the server

Click Add server. In the Name field enter Composio, for Type select Streamable HTTP, and in the URL field paste the Composio MCP server URL:

bash
https://connect.composio.dev/mcp
ChatGPT Add server dialog with the name Composio, type Streamable HTTP, and the Composio MCP URL

Then click Save. The Composio server now appears in your MCP plugins list.

ChatGPT Plugins page showing the Composio MCP server added to the list

3. Authenticate

Click Authenticate on the Composio entry, log in via Composio, and click Allow access. Composio tools are then available in ChatGPT the same way as with the plugin.

What you can do after connecting dbt Cloud

  • List dbt Cloud projects and environments
  • Query governed data through dbt Semantic Layer
  • Review recent dbt Cloud job runs

Security + privacy notes (important)

  • Use least-privilege access: Only grant permissions you actually need.
  • Review OAuth permissions before approving: Make sure requested scopes match what you expect Composio and ChatGPT to do.
  • Keep write actions human-reviewed: For actions like sending messages, creating labels, or editing drafts, keep manual confirmation enabled.
  • Be careful with sensitive data: Avoid using this setup with highly sensitive information unless allowed by your personal, company, or client policies.
TOOLS

Supported Tools

Every dbt Cloud action and event your agent gets out of the box.

Admin API Delete

Irreversibly delete one selected dbt Cloud administrative resource using a fixed documented Admin API operation from the official v2 or v3 OpenAPI specification.

Admin API Read

Perform one documented dbt Cloud Admin read selected by operation, using its documented path and optional query parameters from the official v2 and v3 OpenAPI specifications.

Admin API Write

Execute one predeclared dbt Cloud Administrative API POST, PATCH, or PUT operation.

Cancel Run

Irreversibly request cancellation of a queued, starting, or running dbt Cloud run.

Download Run Artifact

Download one artifact file from a completed dbt Cloud run using a path returned by List Run Artifacts.

Find Semantic Saved Queries

List or search saved Semantic Layer queries, or return one exact saved query by name.

Get Job

Return one dbt Cloud job definition and optionally selected related execution context.

Get Run

Return one dbt Cloud run with optional job, environment, step, retry, audit, or log context.

Get Run Failure Details

Return dbt Cloud status and step logs for a failed run.

List Environments

Return one page of environments for a dbt Cloud project, with optional deployment and name filters.

List Jobs

Return one page of dbt Cloud jobs, optionally filtered by project, environment, name, schedule, or state.

List Projects

Return one page of dbt Cloud projects, optionally filtered by name, IDs, or deletion state.

List Run Artifacts

Return artifact paths available for a completed dbt Cloud run.

List Runs

Return one page of dbt Cloud runs, optionally filtered by job, project, environment, status, creation time, finish time, or deletion state.

List Semantic Attributes

Return one page of dimensions, entities, group-bys, or queryable time granularities available for selected metrics.

List Semantic Metrics

Return one page of governed Semantic Layer metrics, optionally searched or grouped.

Query Discovery Metadata

List dbt metadata resources in an environment or job-run context, retrieve one node by case-sensitive unique ID, or inspect model health in an environment.

Query Semantic Metrics

Submit an ad-hoc dbt Semantic Layer query using metrics and/or group-bys, or execute a saved query; poll it to a documented terminal state and return one decoded JSON result page.

Retry Run

Start a new retry from a failed dbt Cloud run and return the newly enqueued run record.

Trigger Job Run

Start a new run for a dbt Cloud job, optionally overriding its revision, target, commands, docs generation, threads, or timeout.

FRAMEWORKS

How to build dbt Cloud MCP Agent with another framework

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Claude Cowork

Use dbt Cloud MCP with Claude Cowork

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Hermes

Use dbt Cloud MCP with Hermes

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Atomic Agent

Use dbt Cloud MCP with Atomic Agent

FAQ

Frequently asked questions

With a standalone dbt Cloud MCP server, the agents and LLMs can only access a fixed set of dbt Cloud tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from dbt Cloud and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. ChatGPT fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right dbt Cloud tools.

Yes, absolutely. You can configure which dbt Cloud scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your dbt Cloud data and credentials are handled as safely as possible.

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