airbyte-internal-ops 0.11.0

MCP and API interfaces that let the agents do the admin work

airbyte-ops-mcp

MCP and API interfaces that let the agents do the admin work.

Installing Ops MCP in your Client

This config example will help you add the MCP server to your client:

{
  "mcpServers": {
    "airbyte-ops-mcp": {
      "type": "stdio",
      "command": "uv",
      "args": [
        "run",
        "--project=/Users/aj.steers/repos/airbyte-ops-mcp/",
        "airbyte-ops-mcp"
      ],
      "env": {
        "AIRBYTE_MCP_ENV_FILE": "/Users/{user-id}/.mcp/airbyte_mcp.env"
      }
    },
    "airbyte-coral-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--python=3.11",
        "--from=airbyte@latest",
        "airbyte-mcp"
      ],
      "env": {
        "AIRBYTE_MCP_ENV_FILE": "/Users/{user-id}/.mcp/airbyte_mcp.env"
      }
    }
  }
}

Your .env file should include the following values:

# Creds for Airbyte Cloud OAuth
AIRBYTE_CLOUD_CLIENT_ID="..."
AIRBYTE_CLOUD_CLIENT_SECRET="..."

# Required for elevated admin operations
AIRBYTE_INTERNAL_ADMIN_FLAG=airbyte.io
AIRBYTE_INTERNAL_ADMIN_USER={my-id}@airbyte.io

# Workspace ID for Testing
AIRBYTE_CLOUD_TEST_WORKSPACE_ID="..."

Onboarding

If this is your first time working with Airbyte's connector tooling, see ONBOARDING.md for instructions on setting up required credentials like GCP_GSM_CREDENTIALS.

Getting Started

Once configured, use the test_my_tools prompt by typing "/test" into your agent and selecting the auto-complete option for the test_my_tools prompt.

This prompt will step through all the tools, demoing their capabilities.

Usage Examples

Testing MCP Tools Locally

Use the mcp-tool-test poe task to test tools directly:

# List connectors in a repo
poe mcp-tool-test list_connectors_in_repo '{"repo_path": "/path/to/airbyte"}'

# Get cloud connector version
poe mcp-tool-test get_cloud_connector_version '{"workspace_id": "...", "actor_id": "..."}'

Using Cloud SQL Proxy for Database Tools

Some tools (like list_org_connections_by_source_type_db) require access to the Airbyte Cloud Prod DB Replica. To test these locally:

1. Authenticate with GCP:

   gcloud auth login
   gcloud auth application-default login
   

2. Start Cloud SQL Proxy using one of the following methods:

   Option A: Using the CLI (Recommended)

   Pre-install the CLI tool:

   uv tool install airbyte-internal-ops
   airbyte-ops cloud db start-proxy --port=15432
   

   Or use as a single-step command:

   uvx --from=airbyte-internal-ops airbyte-ops cloud db start-proxy --port=15432
   

   Option B: Manual startup

   cloud-sql-proxy prod-ab-cloud-proj:us-west3:prod-pgsql-replica --port=15432
   

3. Run the tool with proxy environment variables:

   USE_CLOUD_SQL_PROXY=1 DB_PORT=15432 poe mcp-tool-test list_org_connections_by_source_type_db \
     '{"organization_id": "...", "connector_canonical_name": "source-youtube-analytics"}'
   

Instructions for Agents

When working with a user to set up and use this MCP server, agents should follow these steps for authentication:

GCP Authentication Flow

For tools that require GCP access (database queries, secret manager, etc.), guide the user through authentication:

1. Check if gcloud is installed. If not, install it:

   curl -sSL https://sdk.cloud.google.com | bash -s -- --disable-prompts
   

2. Run gcloud auth login with --no-launch-browser to get a verification URL:

   gcloud auth login --no-launch-browser
   

   Send the verification URL to the user and ask them to complete sign-in and provide the verification code.

3. Set up Application Default Credentials (ADC) for library access:

   gcloud auth application-default login --no-launch-browser
   

   Again, send the URL to the user and collect the verification code.

4. For database tools, start Cloud SQL Proxy on an available port and use the USE_CLOUD_SQL_PROXY and DB_PORT environment variables.

Airbyte Cloud Authentication

For tools that interact with Airbyte Cloud API, ensure the user has configured:

• AIRBYTE_CLOUD_CLIENT_ID and AIRBYTE_CLOUD_CLIENT_SECRET in their .env file
• For admin operations: AIRBYTE_INTERNAL_ADMIN_FLAG=airbyte.io and AIRBYTE_INTERNAL_ADMIN_USER