{"categories":[{"label":"Software Development","url":"https://skillfed.io/packages/category/software-development/15"}],"enrichment":{"capability":"Provides MCP (Model Context Protocol) server and CLI tools for Airbyte administrative operations, enabling agents and clients to manage Airbyte infrastructure programmatically.","skillfed_tags":["mcp-server","airbyte-ops","agent-automation"],"use_cases":["Automate Airbyte connector registry operations and release-block management through agent-driven CLI commands.","Integrate Airbyte admin workflows into AI agent systems via MCP protocol for hands-off infrastructure management.","Manage Airbyte Cloud workspaces and credentials programmatically using the HTTP MCP endpoint with OAuth or bearer tokens.","Run progressive rollout automation for connector updates with operator-facing controls and monitoring.","Query and manage Airbyte internal state (secrets, logging, storage) via unified admin API interfaces."],"what_it_does":"airbyte-internal-ops is an MCP server and command-line tool that exposes Airbyte administrative operations to agents and clients. It bridges agent interfaces (like Claude or Goose) with Airbyte's internal APIs, allowing automated management of connectors, workspaces, and infrastructure. The package includes both a local stdio-based MCP server and HTTP endpoints for hosted deployments, with support for OAuth and bearer-token authentication.\n\nThe package is built on top of airbyte-cdk and airbyte-protocol-models, integrating with Google Cloud services (logging, secrets, storage), Docker, Git, and a large ecosystem of async and CLI frameworks. It is designed for operators and agents performing administrative tasks like connector registry management, progressive rollout automation, and workspace administration. Configuration is environment-driven via .env files, and the package includes comprehensive CLI documentation and agent-specific guidance.","worth_installing":"Yes, if you are an Airbyte operator or developer building agent-driven automation for Airbyte infrastructure. The package is actively maintained, has no known vulnerabilities, and provides low install friction. However, it is in Beta (0.x) and appears designed primarily for Airbyte's internal use; verify that it supports your deployment model (cloud vs. self-hosted) and that your authentication method (OAuth, bearer token, or stdio) is available before committing to it."},"id":"airbyte-internal-ops","links":{"html":"https://skillfed.io/packages/airbyte-internal-ops","md":"https://skillfed.io/packages/airbyte-internal-ops.md","pypi":"https://pypi.org/project/airbyte-internal-ops/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-14","license_spdx":null,"license_treatment":"permissive","name":"airbyte-internal-ops","python_support":"capped_below_current","summary":"MCP and API interfaces that let the agents do the admin work"},"popularity":{"monthly_downloads":131213,"position":11600,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.100.0"}