airbyte-internal-ops 0.64.4

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.

How to Contribute

• CONTRIBUTING.md — contributor setup, local testing, and development workflows.
• AGENTS.md — agent-specific operating guidance.

Documentation

• CLI Reference — airbyte-ops command-line interface
• MCP Tools Reference — Model Context Protocol server tools

Ops Repo Subprojects

Subproject	Root dir	Description	Release notes
airbyte-internal-ops	.	MCP server and airbyte-ops CLI for Airbyte admin operations.	v0 releases
airbyte-cloud-cli	airbyte-cloud-cli/	Standalone CLI for Airbyte Cloud operations.	v0 releases
Sentry infrastructure	infra/sentry/	Pulumi project for connector error monitoring configuration.	N/A
Agent message bus infrastructure	infra/agent-message-bus/	Pulumi and Cloud Run app for internal agent messaging.	N/A

GitHub's Releases UI does not group releases by package automatically. Use a tag filter with the exact tag namespace and at least major-version precision, such as tag:v0 or tag:airbyte-cloud-cli/v0, or use the links above.

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.

Connector Registry

For an overview of the connector registry architecture, operations, and CLI commands, see docs/connector-registry.md.

For release-block marker operations that prevent republishing known-bad connector code after a yank, see docs/release-blocks.md.

For details on known, intentional differences between the new Registry 2.0 generation pipeline and the legacy pipeline, see Connector Registry 2.0 Migration Changes in CONTRIBUTING.md.

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.