Dreamwork

Overview

Dreamwork is an always-on job search platform built specifically for tech professionals. It ingests a resume once, continuously matches the user against live roles from top companies like Google, Apple, Meta, and Amazon, and ranks them by algorithmic fit — not by ad spend. The platform eliminates busywork by auto-generating tailored resumes, cover letters, and screening answers for each application. Users can review and submit with one tap, or delegate the process to an AI agent via the MCP protocol. Dreamwork offers a free tier with unlimited matches and three tailored applications per day, and a Pro plan at $29/month for higher limits and one-tap apply.

Key Features

• Ranked Job Matching: Jobs are scored and sorted by how well they match the user's experience and preferences. No promoted or paid placements influence the order.
• Auto-Generated Application Packs: For each role, Dreamwork creates a tailored resume, cover letter, and answers to screening questions. The user reviews everything before submission.
• One-Tap Apply (Pro): With a single tap, the platform submits the complete application pack directly to the employer's ATS, handling form fields and custom questions.
• Recruiter Inbox: All recruiter replies are organized alongside the originating application, eliminating spreadsheet tracking and lost follow-ups.
• MCP Agent Integration: The platform exposes its matching and application capabilities via the Model Context Protocol (MCP). Users can connect Claude Desktop, Cursor, or custom agents to automate submissions programmatically.
• Pipeline Management: Track every role from saved to applied to interviewing, with status indicators and ready-to-send badges.
• Free Tier: Unlimited matches, three tailored resumes and three cover letters per day, match scores, and centralized application tracking at no cost.

Use Cases

• Active Job Seekers: Tech professionals who want to apply to multiple roles efficiently without manually tailoring each application. The ranked matching saves time by surfacing the best-fit roles first.
• Passive Candidates: Engineers and product managers who are open to new opportunities but don't want to actively search. Dreamwork continuously monitors live roles and alerts them when a strong match appears.
• Agent-Powered Workflows: Developers and power users who want to integrate job search into their existing agent ecosystem. The MCP interface allows custom automation, such as auto-applying to roles above a certain fit score.
• Career Switchers: Professionals targeting specific companies or roles can upload their resume and see how their profile aligns with current openings, helping them identify skill gaps.