Dreamwork is an always-on job search engine built for tech professionals—engineers, product managers, data scientists, and designers—who want better matches, stronger applications, and less busywork. It continuously scans live roles from top companies like Google, Apple, Meta, Amazon, and Microsoft, ranks them by fit based on your resume, and prepares tailored application packs including a customized resume, cover letter, and answers to screening questions. Dreamwork also supports agent-driven workflows via the Model Context Protocol (MCP), allowing AI agents like Claude Desktop and Cursor to apply on your behalf.

What Makes Dreamwork Stand Out

No paid placements: Jobs are ranked by algorithmic fit, not by how much an employer pays. You always see the most relevant roles first.
One-tap auto-apply: After reviewing your tailored application pack, you can submit to supported job boards with a single tap. No manual form filling.
MCP agent layer: Your job search is accessible via the Dreamwork MCP server. Claude Desktop, Cursor, or any custom agent can fetch matches, generate packs, and submit applications.
Unified pipeline and recruiter inbox: Track every role from saved to interviewing, and keep recruiter messages alongside the application that started them—no more spreadsheets or lost follow-ups.
Fast, tailored applications: Each pack is built from your real experience and the specific role requirements in about 30 seconds, using advanced AI models to ensure it sounds like you.

Who Should Use Dreamwork

Active job seekers who want to cut down on manual applications and get higher-quality matches without wading through promoted listings.
Passive candidates who want to stay open to the best opportunities without actively applying—Dreamwork continuously matches and packages roles in the background.
Developers and power users who want to integrate their job search into AI agent workflows via MCP, enabling automated search and application submission.

Frequently Asked Questions

Does Dreamwork submit applications without my approval?

No. You review the tailored resume, cover letter, and answers first. Dreamwork only submits when you tell it to.

How does Dreamwork decide which jobs fit me?

We use advanced algorithmic matching based on your experience and the roles in our corpus. Employers cannot pay to move their jobs higher in your results.

What if a job does not support one-tap submit?

Your application pack is still ready. Dreamwork takes you to the employer's application page with your tailored materials and answers prepared, so you can submit it yourself.

Colin Johnson

Projects by Colin Johnson

Dreamwork