# Dreamwork > Dreamwork is an AI job search agent for tech professionals. It finds live roles that fit your resume, writes a tailored application for each one, and auto-applies for you, with one tap after you approve it or on its own with Autopilot. Website: https://www.dreamworkhq.com/. Short index: https://www.dreamworkhq.com/llms.txt. Dreamwork tracks 1.7M+ active roles, a live count taken 2026-10-20. It counts every job listing currently marked active in Dreamwork, across all sources and countries, including listings still being processed or de-duplicated. How we count: https://www.dreamworkhq.com/research/methodology. Last updated: 2026-10-20 ## Key facts - Company name: Dreamwork - Legal entity: Ponder Labs, Inc. - Type: AI job search and application agent - Founders: Colin Johnson (CEO), Ben Adamsky (CTO) - Website: dreamworkhq.com - Focus: Tech, AI, and startup roles - Core offering: Job matching, tailored application packs, and automatic submission to employer application forms - Free plan: $0. Unlimited matches and 5 saved jobs a day, each with a tailored resume and cover letter. - Pro plan: $39 a month or $99 a quarter. Unlimited saved jobs, one-tap apply, Autopilot for up to 50 applications a month, and a recruiter inbox. - Dreamer plan: $149 a month or $379 a quarter. Unlimited packs and Autopilot for up to 300 applications a month. - Contract terms: Monthly or quarterly billing, no annual contract. Cancel anytime; paid features run to the end of the billing period. - Agent access: MCP server, published on npm as @dreamworkhq/mcp - Support: support@dreamworkhq.com, usually a reply within one business day - Compared with: Indeed, LinkedIn, Jobright, Simplify, Teal, LazyApply - Social: X @dreamworkhq, LinkedIn ## What Dreamwork does - **AI job matching.** Upload your resume and Dreamwork ranks live openings against it, with a match score on every job. Dreamwork crawls company career sites daily, so your matches are roles that are still open. - **Tailored resumes and cover letters.** For each role you pick, Dreamwork writes a resume, cover letter, and answers to the employer's questions from your real experience. You can edit any of it before it goes out. - **Auto-apply, one tap or Autopilot.** Approve a pack and the agent fills in the employer's application form and submits it. On a paid plan, Autopilot applies to matching roles on its own, and you can pause it anytime. - **Application tracking and recruiter replies.** Every application lands in one pipeline, from sent to interview, and you get an email for each one. On a paid plan, recruiter replies arrive in a dedicated inbox inside Dreamwork. ## How it works 1. **Upload your resume.** Dreamwork reads it and returns ranked matches. 2. **Pick the roles worth applying to.** Save the jobs you want. Saving a job starts its application pack, usually ready in about 20 seconds. 3. **Review and approve.** Read the tailored resume, cover letter, and answers. Edit anything, then approve. With Autopilot on, it applies without this step. 4. **The agent applies.** Dreamwork submits to the employer's application system and emails you a confirmation. If a site does not support automatic submit, your pack is ready for you to send yourself. 5. **Replies come back to you.** Each application moves through your pipeline as the employer responds. On a paid plan, recruiter replies land in your Dreamwork inbox. ## Who it is for - Software engineers, product managers, designers, and data people looking for their next role - Candidates aiming at AI companies and venture-backed startups - People who want to apply widely without sending the same generic resume everywhere - Anyone who already works through Claude or another MCP client and wants it to handle the job search Not a fit for: - Searches outside tech, where our listing coverage is thinner - A search built mostly on referrals and networking, where LinkedIn is the better tool ## Privacy - Your resume only goes to an employer when an application is sent, by you or by Autopilot. - Dreamwork does not use your personal resume content to train public, third-party, or its own general-purpose AI models. - Your professional profile is shown to recruiters or employers only if you opt in to the Talent Network. - On account deletion, personal data is removed within 30 days. - Full policy: https://www.dreamworkhq.com/privacy ## Use Dreamwork from an AI assistant (MCP) - npm package: `@dreamworkhq/mcp`. Any MCP client can run `npx -y @dreamworkhq/mcp` as a stdio server. - Claude Code: `claude mcp add dreamwork -- npx -y @dreamworkhq/mcp` - Codex: `codex mcp add dreamwork -- npx -y @dreamworkhq/mcp` - Hosted connector for Claude and ChatGPT: https://mcp.dreamworkhq.com/mcp, with sign-in to Dreamwork. - Setup and the full tool reference: https://www.dreamworkhq.com/agents and https://www.dreamworkhq.com/agents/docs ### The 69 tools - `add_contact`: Adds a recruiter or referrer contact to the account using the supplied contact details. - `add_jobs`: Adds a job to the account's private pipeline using title, company and optional description, URL, contact email and application method. - `apply`: Submits one application to an employer under the account holder's name using the saved materials at expectedRevision. - `browse_listings`: Returns indexed listings filtered by title or company keywords, function, seniority, work setting, location, pay, benefits, industry, AI role, internship and posting or discovery age. - `cancel_apply`: Stops a queued or in-progress application when submission can still be prevented. - `confirm_hypothesis`: Promotes a stored hypothesis after the person confirms it, then deletes the hypothesis. - `dismiss_match`: Hides one role, every listing with the same employer and title in any location, from the account's match feed, job alerts and Autopilot until the account restores or saves it. - `edit_answer`: Revises one employer-question answer identified by questionId; other answers and documents remain unchanged. - `edit_cover_letter`: Revises an existing application's cover letter using the supplied instruction. - `edit_resume`: Revises one application's tailored resume using the supplied instruction, preserving its formatting and regenerating the PDF. - `forget_hypothesis`: Deletes the specified unconfirmed career hypothesis from the account's stored hypotheses. - `format_resume`: Changes alignment, bold, italic or underline formatting of a tailored resume without changing its words. - `generate_outreach`: Generates a personalized outreach-email draft for the specified contact and job. - `generate_pack`: Queues a tailored resume, cover letter and employer-question answers for one saved role. - `generate_resume`: Generates a tailored resume for the specified account-owned application and returns its result. - `get_application_documents`: Returns version-specific resume PDF and DOCX, cover-letter PDF and combined-pack PDF download links for one application, plus source, inclusion, lock state and revision. - `get_application_materials`: Returns one account-owned application's resume and cover-letter materials plus draft employer-question answers with IDs, labels, current text and input type. - `get_application_readiness`: Returns readiness for one-off submission and Autopilot, plan entitlement and missing onboarding answers. - `get_application_status`: Returns an application's event timeline and separate submitted, employerConfirmed and replied facts. - `get_autopilot_settings`: Returns the saved minimum Matches score and default-versus-tailored resume choice for Autopilot. - `get_autopilot_status`: Returns Autopilot state (on or off, matching the product switch, or unavailable when the plan does not include it), daily and monthly sent counts and plan limits, match-score floor, eligible and in-flight counts and nextRunAt, which is null unless the state is on. - `get_career_record`: Returns resume-derived professional facts, document-vault metadata, person-stated preferences, writing preferences and unconfirmed hypotheses as separate fields. - `get_communication_preferences`: Returns job-alert settings and cadence, Autopilot result-email mode, product-update consent and the all-optional-emails-off state. - `get_generated_resumes`: Returns tailored resumes generated for the specified account-owned application. - `get_inbox`: Returns recruiter conversations ordered by newest activity, including role, message kind, unread state and whether the employer wrote last. - `get_job`: Returns one saved or corpus role by id with full description, company, location and remote terms, salary, posted date, match score, saved state, board column, application id, material readiness and work-eligibility verdict. - `get_listing`: Returns full details of a platform job listing identified by id. - `get_pack_status`: Returns material preparation state for the specified application, board-card or listing ids: queued, generating, ready, partial, failed, stale, not_started or not_found. - `get_pipeline`: Returns saved and applied roles as board cards with column, application id and last-updated time. - `get_platform_context`: Returns Dreamwork's job-search, pipeline, resume-tailoring, application, outreach and interview capabilities, plus its product context. - `get_preferences`: Returns stated target functions, work locations and modes, relocation, pay floor, availability, deal-breakers, excluded companies, places and levels, seniority, AI-role interest and cover-letter settings. - `get_profile`: Returns the authenticated account's profile, resume text, preferences and profileIdentityVersion snapshot. - `get_resume_download_link`: Returns a download link for the account's main profile resume as a PDF, with its expiry, filename and MIME type. - `get_resume_work_history`: Returns the account's main resume grouped by role: each employer with its title, location, dates and bullets as read from the file's page layout, plus achievements placed under no role and a count of bullets whose extracted-text position disagrees with the layout. - `get_stats`: Returns aggregate account-owned job, application, escalation and outreach statistics. - `get_task`: Returns one account-owned assistant ledger entry by taskId, including action, status, receipt, error code, and creation and update times. - `get_unread_reminders`: Returns unread recruiter-message and thread counts, oldest unread time and recent message previews with thread, company, role and kind. - `get_updates_since`: Returns new matches, board-status changes, employer-mail threads and Autopilot state since the supplied timestamp. - `get_upgrade_link`: Returns a browser link to checkout for the requested Pro or Dreamer plan and optional billing interval or promo code. - `get_usage`: Returns the account's plan tier, packs and applications used today, their allowance limits and the next reset time. - `import_job`: Fetches a public job-posting URL and imports it as a private role in the account's pipeline. - `list_contacts`: Returns the account's saved recruiter and referrer contacts, optionally filtered by company. - `list_dismissed_matches`: Returns the account's dismissed listings, newest first, with listing id, title, company, Dreamwork page url, dismissal time and whether the listing is still active. - `list_interviews`: Returns all interviews detected for the account, including role, company, time and platform when known. - `list_matches`: Returns the account's ranked live match pool with job id, its Dreamwork page url, title, company, location, remote terms, salary, dates, match percent and saved/applied state. - `list_tasks`: Returns recent account-owned assistant actions, newest first, across the site and MCP. - `mark_applied_offsite`: Records an application the account holder submitted outside Dreamwork. - `mark_messages_read`: Marks the specified recruiter messages read within one thread. - `move_pipeline`: Moves one role's board card to the requested column using the account holder's reported state. - `parse_preferences_text`: Parses a sentence describing job preferences, applies supported fields and returns applied values and unparsed fragments. - `prepare_applications`: Saves and prepares materials for up to ten specified roles sequentially without submitting applications. - `remember_hypothesis`: Stores an unconfirmed career hypothesis separately from established facts. - `reopen_application_materials`: Opens a new editable material revision only after the API establishes that a failed application cannot still submit. - `replace_application_document`: Replaces one application's resume or cover letter with the person's supplied text or raw-base64 PDF, DOCX, TXT or MD. - `reply_to_recruiter`: Sends the supplied reply text to one existing recruiter conversation under the account holder's identity. - `restore_match`: Reverses the dismissal of a role, every listing with the same employer and title, so it can return to the account's match feed, job alerts and Autopilot. - `restore_material`: Restores a cover letter, tailored resume or answer to a recorded pre-edit version within its undo window. - `save_application_answers`: Saves person-stated application-answer and contact groups through onboarding validation, then rechecks readiness and completes setup when no requirements remain. - `save_job`: Saves one role to the account's pipeline at SAVED as a bookmark. - `set_autopilot`: Sets Autopilot on or off after explicit consent. - `start_checkout`: Returns a checkout URL for the requested plan change after explicit consent. - `strengthen_application`: Improves an application's existing materials against its role and recorded career evidence, spending one refine allowance per changed asset. - `undo_last`: Reverses the latest action with an available undo, or the action identified by taskId. - `update_application_materials`: Updates an application's resume selection, resume or cover-letter contents or inclusion at the expected optimistic revision. - `update_autopilot_settings`: Changes the minimum Matches score from 50 to 97, with null restoring 70, or the default-versus-tailored resume choice. - `update_communication_preferences`: Changes the supplied optional email categories while preserving omitted settings. - `update_preferences`: Merges the supplied preference fields into the account's stored preferences and refreshes matching. - `update_profile`: Updates profile text fields such as name, email, phone and tone. - `upload_resume`: Uploads original resume-file bytes encoded as base64 with PDF, DOCX, TXT, MD, PNG, JPG, JPEG or WEBP format and the current profileIdentityVersion. ## How Dreamwork compares with other auto-apply tools Competitor details were checked against each company's own website on 2026-10-20. A cell marked "not verified" means we could not confirm it from a primary source. ### Dreamwork - Submits applications for you: Yes. On a paid plan, the agent fills in and submits the employer's form; Autopilot applies to matching roles on its own. - Review before each one is sent: Yes, by default. One-tap apply shows what will be sent first. Autopilot is opt-in and skips the per-application review. - Resume tailored to each job: Yes, for every role you save. - Cover letter for each job: Yes, and you can turn cover letters off. - Runs from Claude or ChatGPT (MCP): Yes. MCP server on npm and a hosted connector for Claude and ChatGPT. - Free plan: Yes. Unlimited matches and 5 saved jobs a day, each with a tailored resume and cover letter. - Where it runs: Web app, plus any MCP client. ### Simplify - Submits applications for you: Yes, with Autopilot on Simplify+. The free Copilot extension autofills and you submit. - Review before each one is sent: Not with Autopilot, which submits with no review step. With Copilot you submit yourself. - Resume tailored to each job: Yes, with Autopilot. - Cover letter for each job: With Autopilot, if you ask for one. - Runs from Claude or ChatGPT (MCP): No. Its site says no MCP server is published. - Free plan: Yes. Simplify+ is $19.99 a week, $39.99 a month, or $89.99 for 3 months. - Where it runs: Web app and Chrome extension. ### Jobright - Submits applications for you: Yes. Jobright Agent advertises applying for you. - Review before each one is sent: Not verified - Resume tailored to each job: Yes. - Cover letter for each job: Has a separate generator that tailors one to a job you pick; one per application is not stated. - Runs from Claude or ChatGPT (MCP): Not found on its site. - Free plan: Yes, with daily free credits on every feature. A paid option adds unlimited use; its price is not on its product pages. - Where it runs: Web app and autofill extension. ### AIApply - Submits applications for you: Yes. Auto Apply submits for you, from $49 a month for 100 applications. - Review before each one is sent: You approve each job in Review mode; Hybrid holds only jobs scoring under 75. Documents can be checked after sending. - Resume tailored to each job: A paid add-on, sent with no approval step before submission. - Cover letter for each job: A $12-a-month add-on, as is the tailored resume. - Runs from Claude or ChatGPT (MCP): Yes. Connectors for Claude, ChatGPT, and Codex, read-only until you allow applying. - Free plan: No free trial. A limited free tier covers the job board, saved jobs, two mock interviews, and a few cover letters. - Where it runs: Web app and an iPhone app. ### JobCopilot - Submits applications for you: Yes, from its web app. On other sites its extension autofills and you submit. - Review before each one is sent: Yes. It can save applications for you to review first. - Resume tailored to each job: On the Elite plan. - Cover letter for each job: Yes. Its AI tailors a cover letter for each job, or you upload a generic one. - Runs from Claude or ChatGPT (MCP): Not found on its site. - Free plan: No free plan shown. Paid plans start from $0.93 a day. - Where it runs: Web app and Chrome extension. ### LazyApply - Submits applications for you: Yes. Its agent handles the whole application. - Review before each one is sent: Not verified - Resume tailored to each job: 1, 5, or 20 resume profiles by plan; per-job tailoring is not described. - Cover letter for each job: Has a separate cover letter generator; one per job is not stated. - Runs from Claude or ChatGPT (MCP): Not found on its site. - Free plan: No free trial. Plans start at $99 a year. - Where it runs: Chrome extension with a dashboard. ## Questions and answers ### What is Dreamwork? Dreamwork is an AI job search agent for tech professionals. It ranks live roles against your resume, writes a tailored resume, cover letter and answers for each role you pick, and submits it once you approve, or on its own if you turn on Autopilot. ### Does Dreamwork submit applications without my approval? You choose how to apply. With one-tap apply, you review and submit each application. Turning on Autopilot gives Dreamwork permission to apply to matching roles for you, and you can pause it anytime. ### Will it apply to jobs I don't want? No. Autopilot only applies to roles from your matches that clear your minimum match score and fit your role, work style and location preferences. You can pause it anytime, and anything not yet submitted stops. ### Will I know what was sent? Yes. Every application Autopilot sends shows up on your Applications page, and we email you what went out, per application or as a daily summary. ### What happens to my resume and personal data? We store the information we need to match you and prepare your applications. Your resume only goes to an employer when an application is sent, by you or by Autopilot. ### How does Dreamwork decide which jobs fit me? We rank live roles by how well they fit your resume and preferences. Employers can't pay to move their jobs higher. ### How tailored is each application? Every application pack is built from your real experience and the role's specific requirements, not a generic template. With one-tap apply you can review and edit everything before you submit. Autopilot sends without a per-application review. ### What if a job does not support one‑tap submit? Your application pack is still ready. We link you to the employer's application with your resume, cover letter and answers ready to copy in, so you can submit it yourself. ### How much can I do for free? The Free plan includes unlimited job matches and up to five saved jobs a day. Each save automatically prepares a tailored resume and cover letter. You also get a match score on every job, all your applications in one place, and no ads. ### How do I start using Dreamwork? Upload your resume as a PDF or DOCX file on the Dreamwork homepage. Dreamwork reads it and ranks live roles against it, with a match score on every job. You can save jobs and see their tailored application packs before you create an account. ### Is Dreamwork free? Yes, to start. The Free plan includes unlimited matches and 5 saved jobs a day, each with a tailored resume and cover letter that you send on the employer's site. One-tap apply, Autopilot, and the recruiter inbox are on Pro, at $39 a month or $99 a quarter. ### How does Dreamwork apply to jobs for me? Save a role and Dreamwork prepares an application pack: a tailored resume, a cover letter, and answers to the employer's questions. On Pro, click Apply Now, check the confirmation, and the agent fills in the employer's application form and submits it. If a form cannot be submitted automatically, the pack stays ready for you to send yourself. ### What is Autopilot? Autopilot applies to roles from your matches without a review of each application. It only picks roles that clear your minimum match score, 70% unless you change it, and that fit your role, work style, and location preferences. It sends up to 50 applications a month on Pro and 300 on Dreamer, and you can pause it anytime. ### Which application systems can Dreamwork submit to? The agent fills and submits application forms on Greenhouse, Ashby, Lever, Workday, SmartRecruiters, and iCIMS. Not every form goes through. When one does not, your resume, cover letter, and answers stay ready to paste into the employer's site. ### Can I apply to a job I found somewhere else? Yes. Paste the job's link into Import Job and Dreamwork builds a tailored resume and cover letter for that role. Automatic submit is off for imported jobs, so you download the resume as a PDF, copy the cover letter, and apply on the employer's site. ### Does Dreamwork change the facts on my resume? No. Each resume and cover letter is built from the experience you already have. Dreamwork changes emphasis and wording for the role, not the facts. ### What does Dreamwork do inside an AI assistant? Dreamwork publishes an MCP server, @dreamworkhq/mcp, that lets Claude, ChatGPT, Cursor, Codex and other MCP clients run your job search. Your assistant can search live listings, read the matches Dreamwork ranked against your resume, build a tailored resume and cover letter for a role, apply, and follow your pipeline. In ChatGPT, tools that change something, applying included, need a Business or Enterprise/Edu plan. ### How do I add Dreamwork to Claude or ChatGPT? Add https://mcp.dreamworkhq.com/mcp as a custom connector, then sign in to Dreamwork when the assistant asks. In Claude, open Customize, then Connectors, then + Add, then Add custom connector. The Free plan allows one custom connector, and on Team and Enterprise an owner adds it under Organization settings, then Connectors. In ChatGPT on the web, open Plugins, select the plus button, then Add custom MCP server. Developer mode is not needed. Tools that change something, such as saving a job, applying, or replying to a recruiter, need full MCP support, which OpenAI offers only on Business and Enterprise/Edu plans, where a workspace admin or owner publishes the connection. ChatGPT Pro can connect a custom server for reading only. ### How do I install it in Claude Code, Codex, or Cursor? In Claude Code, run claude mcp add dreamwork -- npx -y @dreamworkhq/mcp. In Codex, run codex mcp add dreamwork -- npx -y @dreamworkhq/mcp. Cursor installs it in one click from the picker at the top of this page. Any other MCP client can run npx -y @dreamworkhq/mcp as a stdio server. ### Do I need a Dreamwork account? Not to search. Without a key, your assistant can browse live listings and read any listing in full. A free API key adds your ranked matches, saved jobs, tailored application packs, and pipeline. Applying through your assistant is part of Pro. ### Can my assistant apply without asking me? Not without a confirmation step. Applying, replying to a recruiter, and changing Autopilot are held by Dreamwork until the assistant confirms them with a one-time token that expires after two minutes. Assistants use that step to show you what will be sent and ask before it goes out. ### How many tools does the Dreamwork MCP server have? 69 tools covering finding, tailoring, applying, and tracking. Every tool is also a REST endpoint, and one API key works for both. ## How-to videos - [Start finding jobs on Dreamwork](https://www.dreamworkhq.com/how-to/get-started): A quick guide for new users — from resume upload to your first matches. - [Pro Tutorial: Get hired faster](https://www.dreamworkhq.com/how-to/pro-workflow): How power users run Dreamwork at volume without losing quality. - [Import any job on the internet](https://www.dreamworkhq.com/how-to/import-any-job): Turn any listing on the web into a tailored resume and cover letter. - [Sort & filter for maximum efficiency](https://www.dreamworkhq.com/how-to/sort-and-filter): Sort and filter your Matches feed to surface the exact roles you want, fast. - [How to Auto Apply](https://www.dreamworkhq.com/how-to/auto-apply): Let Dreamwork submit your applications for you, start to finish. - [How Autopilot works](https://www.dreamworkhq.com/how-to/autopilot): Flip one switch and Dreamwork applies to your strongest matches for you. ## Pages - [Pricing](https://www.dreamworkhq.com/pricing): plans and what each one includes - [AI job search](https://www.dreamworkhq.com/ai-job-search): What an AI job search tool should actually do in 2026: match live roles to your resume, skip the ghost jobs, tailor every application, and apply for you. How Dreamwork runs the whole search. - [Auto-apply to jobs](https://www.dreamworkhq.com/auto-apply-to-jobs): Auto-applying to jobs only works if every application is real: a tailored resume, cover letter, and answers, submitted to the employer's ATS with one tap or on Autopilot. How Dreamwork automates applications without the blast radius. - [Job application bot](https://www.dreamworkhq.com/job-application-bot): Most job application bots are form-fillers that blast one generic resume — and LinkedIn auto-apply bots can cost you your account. What to use instead: an agent that tailors and submits real applications. - [AI job search agent](https://www.dreamworkhq.com/ai-job-search-agent): An AI job search agent doesn't just recommend jobs. It runs the search: monitors live roles, ranks them by fit, tailors every application, and applies when you approve or on Autopilot. Meet Dreamwork, and connect your own agent over MCP. - [Jobs by role and location](https://www.dreamworkhq.com/jobs): open roles by title and city, country, or remote - [About Dreamwork](https://www.dreamworkhq.com/about): team, plans, and key facts - [Research](https://www.dreamworkhq.com/research): job-market data and company hiring, counted daily - [Blog](https://www.dreamworkhq.com/blog): product and job-search writing ### Comparisons - [Dreamwork vs Indeed](https://www.dreamworkhq.com/vs/indeed): Indeed vs Dreamwork compared: a free job board where you apply one role at a time versus an AI agent that ranks live tech roles to your resume and can apply for you. - [Dreamwork vs LinkedIn](https://www.dreamworkhq.com/vs/linkedin): LinkedIn vs Dreamwork compared: a network with AI job search and Easy Apply versus an AI agent that ranks live tech roles to your resume and applies for you. Differences and FAQs. - [Dreamwork vs ZipRecruiter](https://www.dreamworkhq.com/vs/ziprecruiter): ZipRecruiter vs Dreamwork compared: an AI job marketplace with 1-Click Apply from your stored profile versus an AI agent that ranks live tech roles and tailors each application. - [Dreamwork vs Glassdoor](https://www.dreamworkhq.com/vs/glassdoor): Glassdoor vs Dreamwork compared: Indeed's reviews-and-research site with Easy Apply versus an AI agent that ranks live tech roles to your resume and writes each application. - [Dreamwork vs Teal](https://www.dreamworkhq.com/vs/teal): Teal vs Dreamwork compared: a job tracker and AI resume builder for a search you run yourself versus an AI agent that finds, ranks, and applies to roles for you. - [Dreamwork vs Simplify](https://www.dreamworkhq.com/vs/simplify): Simplify vs Dreamwork compared: both can apply for you. Simplify+ Autopilot submits with no review step; Dreamwork lets you approve each application or turn on Autopilot, and runs over MCP. - [Dreamwork vs Jobright](https://www.dreamworkhq.com/vs/jobright): Jobright vs Dreamwork compared: both AI agents match roles, tailor your resume, and apply. Jobright adds insider referrals; Dreamwork focuses on tech and runs from your own AI agent over MCP. - [Dreamwork vs LoopCV](https://www.dreamworkhq.com/vs/loopcv): LoopCV vs Dreamwork compared: auto-apply across many job boards versus an AI agent that ranks live tech roles to your resume and writes each application for the role. - [Dreamwork vs Monster](https://www.dreamworkhq.com/vs/monster): Monster vs Dreamwork compared: a classic job board with a paid ExpertApply add-on versus an AI agent that ranks live tech roles to your resume and writes each application. - [Dreamwork vs Wellfound](https://www.dreamworkhq.com/vs/wellfound): Wellfound (ex-AngelList) vs Dreamwork compared: a startup marketplace with one-click apply versus an AI agent that ranks live roles to your resume and applies for you. - [Dreamwork vs Dice](https://www.dreamworkhq.com/vs/dice): Dice vs Dreamwork compared: a free tech job board with match scores and a search-only MCP server versus an AI agent that ranks roles to your resume and applies for you. - [Dreamwork vs Built In](https://www.dreamworkhq.com/vs/builtin): Built In vs Dreamwork compared: a tech job board with company profiles and AI autofill versus an AI agent that ranks live roles to your resume and applies for you. - [Dreamwork vs Otta](https://www.dreamworkhq.com/vs/otta): Otta is now Welcome to the Jungle. Compare its free, resume-ranked tech job matches you apply to yourself with an AI agent that ranks roles to your resume and applies for you. - [Dreamwork vs Hiring Cafe](https://www.dreamworkhq.com/vs/hiringcafe): Hiring Cafe vs Dreamwork compared: a free job search with a Talent Agent that finds roles for you versus an AI agent that ranks tech roles to your resume and applies for you. - [Dreamwork vs Huntr](https://www.dreamworkhq.com/vs/huntr): Huntr vs Dreamwork compared: a job tracker with autofill and AI resumes for a search you run yourself versus an AI agent that finds, ranks, and applies to roles for you. - [Dreamwork vs Jobscan](https://www.dreamworkhq.com/vs/jobscan): Jobscan vs Dreamwork compared: a resume scanner suite with job matching and approval-only Auto Apply versus an AI agent that ranks tech roles, writes each application, and can run on Autopilot. - [Dreamwork vs LazyApply](https://www.dreamworkhq.com/vs/lazyapply): LazyApply vs Dreamwork compared: a bulk auto-apply extension versus an AI agent that ranks live tech roles and writes a separate resume and cover letter for each application. - [Dreamwork vs Careerflow](https://www.dreamworkhq.com/vs/careerflow): Careerflow vs Dreamwork compared: an AI career-prep suite with autofill you submit versus an AI agent that ranks live roles to your resume and applies for you. - [Dreamwork vs JobCopilot](https://www.dreamworkhq.com/vs/jobcopilot): JobCopilot vs Dreamwork compared: both apply for you. JobCopilot applies up to 50 a day from company career pages; Dreamwork writes a resume and cover letter for every role and runs over MCP. - [Dreamwork vs AIApply](https://www.dreamworkhq.com/vs/aiapply): AIApply vs Dreamwork compared: both auto-apply and connect to AI assistants over MCP. AIApply sells tailoring as add-ons and adds interview tools; Dreamwork tailors every application to the role.