Mainframe is a specialized platform designed to transform the activities and outputs of AI agents into clear, shareable, and informative video summaries. Developed by Mainframe Computer, Inc., the service functions as an integration that helps teams stay aligned by providing visual recaps of agent-driven workflows, coding tasks, documentation updates, and data analysis. By converting complex agent processes into watchable content, Mainframe bridges the gap between automated agent operations and human team visibility.

Functionality revolves around the platform's capability to ingest data or recorded interactions from various agents—such as those integrated with Claude Code, Cursor, Codex, or OpenClaw—and synthesize them into branded, narrated video content. The service acts as an orchestration layer that automates the creation of professional-looking recaps, ensuring that teams remain informed about what tasks have been completed, which processes are blocked, and the status of ongoing technical projects.

Some of the key features are:

• Agent Integration: Seamlessly works with major AI development agents and MCP-enabled clients.
• Custom Branding: Supports user-defined color palettes, typography, and brand assets for professional output.
• Voice Narration: Incorporates personalized voice narration to provide context and clarity to the visual recaps.
• Multi-Audience Sharing: Allows users to set specific visibility levels for videos, ranging from private or workspace-wide to public links.
• Automated Summarization: Automatically processes technical inputs like PRs, status codes, and marketing metrics into easy-to-digest video formats.
• Biometric Control: Includes robust privacy controls for voice and avatar models with clear opt-out and deletion mechanisms.

To operate the service, users connect their agents or MCP clients to the Mainframe platform. Once configured, the agents can trigger rendering requests or upload recordings of their workflows. The platform then processes these inputs according to the user's defined brand identity and settings, generating a shareable video link. Admins can manage access levels and integrations directly through the workspace, ensuring team members have the appropriate level of visibility into agent performance.

Some common use cases include:

• Coding Recaps: Providing daily stand-up videos that outline what code was shipped and identifying any blockers encountered by development agents.
• Pull Request Summaries: Automatically creating video walkthroughs of code changes, architectural decisions, and potential areas needing reviewer feedback.
• Documentation Walkthroughs: Generating video guides that help users navigate documentation and find answers to their specific questions.
• Design Review: Creating side-by-side comparisons of design iterations to help teams evaluate tradeoffs and choose a final direction.
• Marketing Analytics: Producing visual weekly updates that highlight key business metrics, showing progress on projects like checkout flows and policy updates.