Manage edge infrastructure via Fly.io — monitor apps and machines, scale compute horizontally, handle persistent volumes, and run remote commands directly from any AI agent.

Provision, branch, and manage serverless MySQL databases dynamically via AI.

Cloud browser infrastructure for AI agents — create, control, and manage headless Chromium sessions via CDP for automated web interaction.

Manage serverless database infrastructure via Neon — spawn zero-copy branches, audit projects, and monitor compute endpoints.

Manage Pipedream serverless workflows, sources, webhooks, and raw event data natively via AI agents.

Equip your AI with direct access to your Railway infrastructure — manage projects, deployments, services, and environment variables.

Automate distributed database workflows via Turso — manage edge locations, organizations, and libSQL databases directly from any AI agent.

Manage content models, entries, and GraphQL workflows on Webiny — the enterprise open-source headless CMS.

Enterprise observability and serverless scaling infrastructure directly mapping MCP agents logic.