# Dreamwork [Health: Active]

**Category:** 🏢 Workplace & Productivity  
**Repository:** https://github.com/dreamworkhq/mcp  
**GitHub Stars:** 11  
**Views:** 2  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/dreamwork-2

## Description
Job search, application materials, and application tracking for AI assistants.

## Tools
Capabilities this server exposes over MCP:

- **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. Filters narrow that pool; nextCursor continues a page with identical filters, and null ends the walk. A page holds 10 jobs by default and limit accepts up to 50; the next page is the previous nextCursor, which keeps the page size it was issued with. addedAfter supports overlapping discovery windows because listings can become servable after first discovery. notes describe applied filters and coverage.
- **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. url is the Dreamwork listing page; sourceUrl is the employer's direct posting. eligible is true for an unrestricted role or a confirmed allowed country, false for a high-confidence restriction excluding confirmed countries, and null when eligibility is unknown. Only false blocks applying or Autopilot: null means eligibility is not yet known, so proceed with applying — the application itself surfaces any real restriction. whyItMatches may be empty when no matcher explanation is stored.
- **save_job** — Saves one role to the account's pipeline at SAVED as a bookmark. No application is submitted or queued until apply is called. Application materials may start preparing in the background. An already saved role returns a no-op receipt.
- **dismiss_match** — Hides one listing from the account's match feed, job alerts and Autopilot until the account restores or saves it. The receipt offers undo for one minute; restore_match reverses it at any time and list_dismissed_matches lists dismissed listings. The supplied reason is not stored. It does not hide other listings from the same company and does not move or remove an existing pipeline card.
- **restore_match** — Reverses a dismissal of one listing so it can return to the account's match feed, job alerts and Autopilot. Restoring a listing that is not dismissed returns a no-op receipt. Restoring does not save the listing. A closed listing stays out of the feed.
- **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. total counts all dismissed listings. limit defaults to 20 and accepts up to 50; nextOffset continues the list and null ends it.
- **get_pipeline** — Returns saved and applied roles as board cards with column, application id and last-updated time. total and counts cover all matching records; complete identifies whether cards are truncated by limit. limit defaults to 50 cards and accepts up to 100; there is no next page, so when complete is false narrow the read with status. Column values describe board state and do not establish employer receipt or response.
- **move_pipeline** — Moves one role's board card to the requested column using the account holder's reported state. No employer is contacted. APPLIED records an application rather than submitting one; INTERVIEWING creates a durable interview record. WITHDRAWN removes the card from the active board. Closing a role can remove its listing from the feed. A receipt offers undo only when reversible.
- **mark_applied_offsite** — Records an application the account holder submitted outside Dreamwork. Exactly one of matchId, listingId or url names the role; a role not yet in the pipeline is added in Applied without generating materials, and an unlisted URL is imported in the background. appliedAt (YYYY-MM-DD or ISO 8601, not in the future) is the reported application date and defaults to now; repeating the call with a new appliedAt corrects it. attestation:true is required and represents the person's confirmation that submission occurred. Recorded roles are excluded from matches and Autopilot. Applications Dreamwork is still sending are refused. There is no undo. This call does not send an application.
- **import_job** — Fetches a public job-posting URL and imports it as a private role in the account's pipeline. Extraction runs asynchronously and the card appears when it finishes. A posting already held by Dreamwork returns completed without another fetch.
- **cancel_apply** — Stops a queued or in-progress application when submission can still be prevented. Already submitted applications cannot be recalled; the receipt reports that boundary.
- **generate_pack** — Queues a tailored resume, cover letter and employer-question answers for one saved role. assets optionally selects a subset; omission requests all three. Each request spends one pack allowance, regardless of subset, and generation settles asynchronously. Existing materials can be overwritten by generation.
- **prepare_applications** — Saves and prepares materials for up to ten specified roles sequentially without submitting applications. Unsaved roles consume the daily save allowance; generation for saved roles consumes pack allowance. Finished or in-flight preparation is reused, and person-edited materials are preserved. Each role returns its own outcome.
- **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. Includes requested and completed assets, edit and lock state, material revision and review-page URL. Reading starts no generation and changes no materials.
- **edit_cover_letter** — Revises an existing application's cover letter using the supplied instruction. scope can identify a paragraph or selected passage. Without scope, the targeted passage is located from the instruction; a whole-letter instruction revises the whole letter. Existing materials are required.
- **edit_resume** — Revises one application's tailored resume using the supplied instruction, preserving its formatting and regenerating the PDF. scope identifies a section block or selected passage; otherwise the target is located from the instruction. The person's default uploaded resume is not modified; an active default variant is refused. Existing materials are required.
- **format_resume** — Changes alignment, bold, italic or underline formatting of a tailored resume without changing its words. line identifies a passage and section identifies a heading; selected text can supply the target when neither is given. No writing model or allowance is used. The receipt includes undo.
- **edit_answer** — Revises one employer-question answer identified by questionId; other answers and documents remain unchanged. This edits application prose rather than the account's factual screening, work-authorization, compensation or availability settings.
- **strengthen_application** — Improves an application's existing materials against its role and recorded career evidence, spending one refine allowance per changed asset. emphasis adding numbers, titles, employers, dates or credentials requires evidenceIds. Unsupported resume entry headers are rejected; previously completed asset edits are retained if a later asset fails.
- **restore_material** — Restores a cover letter, tailored resume or answer to a recorded pre-edit version within its undo window. Arguments must match the recorded edit; arbitrary replacement text is refused. Resume restoration uses resumeRevisionId and restores the application's sendable copy.
- **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. Links open without login for about ten minutes. Null links indicate missing or excluded documents. packPageUrl requires sign-in. There is no cover-letter DOCX.
- **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. The stored content is not rewritten by a model. A resume becomes the selected tailored copy; a letter becomes included. PDF resumes retain their original file, while other formats are rendered from extracted text. expectedRevision is required; locked or sent applications are refused. The account's main resume is unaffected.
- **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. unanswered identifies preference keys the account holder has not supplied. It does not return resume content or work history.
- **update_preferences** — Merges the supplied preference fields into the account's stored preferences and refreshes matching. compensation.kind is open or minimum; minimum requires minimumAmount, an ISO-4217 currency and an hour or year period. seniorities accepts one override level; an empty list restores resume-derived seniority. excludedCompanies, excludedPlaces and excludedSeniorities replace the lists of companies, places and levels hidden from matches, alerts and Autopilot; an excludedPlaces name that cannot be placed refuses the write. Autopilot never applies below the pay floor or outside the accepted work modes. Work modes and relocation are stored together, with omitted values preserved.
- **get_application_readiness** — Returns readiness for one-off submission and Autopilot, plan entitlement and missing onboarding answers. Missing items include question, answerShape, choices, current value, available suggestion and webUrl. A null answerShape means the step requires the person's action in the web app. This read sends nothing.
- **save_application_answers** — Saves person-stated application-answer and contact groups through onboarding validation, then rechecks readiness and completes setup when no requirements remain. statedByPerson:true attests that supplied values came from the person. eligibility.countries replaces the stored list. An empty answer set can finish otherwise-complete onboarding. Returns ready and stillMissing; no application is sent.
- **parse_preferences_text** — Parses a sentence describing job preferences, applies supported fields and returns applied values and unparsed fragments. Compensation and seniority are not set by this parser and remain unparsed.
- **get_career_record** — Returns resume-derived professional facts, document-vault metadata, person-stated preferences, writing preferences and unconfirmed hypotheses as separate fields. Resume text and document bodies are excluded.
- **remember_hypothesis** — Stores an unconfirmed career hypothesis separately from established facts. At most twenty hypotheses may be pending; further writes are refused at that limit. The statement does not change matching preferences or become a confirmed profile fact.
- **confirm_hypothesis** — Promotes a stored hypothesis after the person confirms it, then deletes the hypothesis. A stated refusal becomes a matching deal-breaker; other confirmations become work-vault notes that do not filter matches. The receipt identifies which record changed.
- **forget_hypothesis** — Deletes the specified unconfirmed career hypothesis from the account's stored hypotheses. Existing confirmed career facts and stated preferences are unaffected.
- **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. The link opens without login for ten minutes and only for the file that existed when it was made. It returns no file content. status is ready, no_resume_on_file or no_file_for_resume; the last two carry null fields and are not errors.
- **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. status is ready, pending (still being read; call again shortly) or unavailable (no resume, or it could not be read).
- **get_communication_preferences** — Returns job-alert settings and cadence, Autopilot result-email mode, product-update consent and the all-optional-emails-off state. jobAlertEligibility separately reports delivery restrictions such as bounce or unsubscribe. Account, security, billing and essential employer mail are outside these settings.
- **update_communication_preferences** — Changes the supplied optional email categories while preserving omitted settings. allOptionalEmailsOff:true must be supplied alone; conflicting category settings are refused. Disabling Autopilot result mail does not stop applications. Account, security, billing and essential employer mail are unaffected.
- **get_autopilot_settings** — Returns the saved minimum Matches score and default-versus-tailored resume choice for Autopilot. Reading settings starts no applications.
- **update_autopilot_settings** — Changes the minimum Matches score from 70 to 97, with null restoring 70, or the default-versus-tailored resume choice. Explicit consent is required. Changes apply to waiting applications and are rechecked before submission. This does not enable or resume Autopilot, recall sent applications or retry stopped applications.
- **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. dailyLimit is today's allowance and usualDailyLimit is the plan's usual daily limit. On the first day Autopilot sends in a monthly window, dailyLimit is a larger first-day allowance; after that day it equals usualDailyLimit. That first day is the first day it sends in the window, not the first day of the calendar month. unavailableReason explains plan restrictions. No last-run timestamp is provided.
- **set_autopilot** — Sets Autopilot on or off after explicit consent. On authorizes recurring real employer submissions under the account holder's name without per-application approval. Off stops sending and keeps the minimum match, resume choice and queue; paused is accepted and means off. Daily and monthly limits remain determined by the plan.
- **get_application_status** — Returns an application's event timeline and separate submitted, employerConfirmed and replied facts. An application id or pipeline matchId resolves the application. Coverage names the mail this read inspected, normally only mail sent to the account's Dreamwork application address; employer mail sent anywhere else is not visible here and stays unknown. personalInboxConnected false is the normal state, not a setup step. The board column alone is not submission evidence. submittedAnswers contains captured employer-form values and cover-letter delivery for the proven submitted attempt, or null when submission, the attempt or a capture is unproven or unavailable.
- **get_inbox** — Returns recruiter conversations ordered by newest activity, including role, message kind, unread state and whether the employer wrote last. unanswered means the employer wrote last; needsReply means that message asks for a response. A threadId returns its messages. Reading does not mark mail read. limit and nextOffset support pagination; mail bodies are third-party content. A page holds 20 threads by default and limit accepts up to 50; for the next page, send the previous nextOffset as offset, and null means the end.
- **get_unread_reminders** — Returns unread recruiter-message and thread counts, oldest unread time and recent message previews with thread, company, role and kind. Reading does not mark messages read. Previews contain third-party email content.
- **mark_messages_read** — Marks the specified recruiter messages read within one thread. Message ids identify the exact messages presented to the account holder; other messages remain unread. The change has no undo.
- **get_usage** — Returns the account's plan tier, packs and applications used today, their allowance limits and the next reset time. A null limit represents an unlimited allowance.
- **get_task** — Returns one account-owned assistant ledger entry by taskId, including action, status, receipt, error code, and creation and update times. Queued work can be followed through its recorded status.
- **list_tasks** — Returns recent account-owned assistant actions, newest first, across the site and MCP. status filters ongoing, completed or failed work; limit bounds the result. The ledger records actions rather than conversation text.
- **undo_last** — Reverses the latest action with an available undo, or the action identified by taskId. Sent applications, settled charges, expired undo windows and actions without a reversible outcome are refused with a reason.
- **get_updates_since** — Returns new matches, board-status changes, employer-mail threads and Autopilot state since the supplied timestamp. asOf is the next watermark. Match discovery includes overlapHours, defaulting to 72, before since because listings may become servable after first discovery; repeated ids can appear. Truncation counts identify older changes excluded by caps. Reading marks no mail read and creates no schedule.
- **apply** — Submits one application to an employer under the account holder's name using the saved materials at expectedRevision. Submission requires existing materials and plan allowance and cannot be recalled. A confirmation hold returns the destination, material summary and a token bound to identical arguments; the reviewed revision is enforced.
- **reply_to_recruiter** — Sends the supplied reply text to one existing recruiter conversation under the account holder's identity. Sending requires explicit consent and an unambiguous thread; otherwise the result is a confirmation hold containing the draft. Sent mail cannot be recalled. Threads whose ids begin with inbound: cannot receive replies through this endpoint.
- **start_checkout** — Returns a checkout URL for the requested plan change after explicit consent. A confirmation hold precedes checkout creation. This call does not charge the account; payment details and payment confirmation occur on the billing page.
- **get_platform_context** — Returns Dreamwork's job-search, pipeline, resume-tailoring, application, outreach and interview capabilities, plus its product context.
- **add_jobs** — Adds a job to the account's private pipeline using title, company and optional description, URL, contact email and application method. For eligible accounts, a new job can also create and queue its application materials, using pack allowance. No application is submitted.
- **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. Materials include default and tailored resume contents, selected variant, inclusion, lock state and optimistic revision for submission. Rendered resume PDFs are not included (pdfBase64 is null); get_application_documents returns download links for the files this application will send.
- **update_application_materials** — Updates an application's resume selection, resume or cover-letter contents or inclusion at the expected optimistic revision. Access is restricted to the Applications rollout cohort admitted by the API. Locked or conflicting revisions are refused.
- **reopen_application_materials** — Opens a new editable material revision only after the API establishes that a failed application cannot still submit. Access is restricted to the Applications rollout cohort admitted by the API.
- **generate_resume** — Generates a tailored resume for the specified account-owned application and returns its result. This does not submit an application.
- **get_generated_resumes** — Returns tailored resumes generated for the specified account-owned application. Rendered PDFs are not included (pdfBase64 is null).
- **add_contact** — Adds a recruiter or referrer contact to the account using the supplied contact details.
- **list_contacts** — Returns the account's saved recruiter and referrer contacts, optionally filtered by company.
- **generate_outreach** — Generates a personalized outreach-email draft for the specified contact and job. No email is sent by this call.
- **get_profile** — Returns the authenticated account's profile, resume text, preferences and profileIdentityVersion snapshot. resumeUrl is null when the stored resume file is inline rather than a link; resumeText carries its contents.
- **update_profile** — Updates profile text fields such as name, email, phone and tone. Identity-bound changes require profileIdentityVersion matching the current profile snapshot. This endpoint does not upload a resume file.
- **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. The server parses text, performs image OCR and generates PDF output. This replaces the account's main resume; stale identity versions are refused.
- **get_stats** — Returns aggregate account-owned job, application, escalation and outreach statistics.
- **list_interviews** — Returns all interviews detected for the account, including role, company, time and platform when known. No role filter is applied.
- **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. Anonymous browsing is supported; a paid plan raises the page-size limit. A page holds 25 listings by default and limit accepts up to 100, which the API clamps to 25 without a key or on the free plan; the next page is the previous nextCursor. An unsorted cursor walk is stable and uncapped; sorted walks stop at 1,000. nextCursor requires identical filters and sort; null ends the walk. addedAfter supports overlapping discovery windows because listings can become servable after first discovery. Each listing's url is its Dreamwork page; sourceUrl is the employer's direct posting. Pay filters use whole annual US dollars and match posted bands reaching the bound, rather than guaranteed pay.
- **get_upgrade_link** — Returns a browser link to checkout for the requested Pro or Dreamer plan and optional billing interval or promo code. Sign-in precedes checkout when required. No charge occurs until payment is confirmed on the checkout page.
- **get_listing** — Returns full details of a platform job listing identified by id. No login is required. url is the Dreamwork listing page; sourceUrl is the employer's direct posting.

## Claude Desktop Quick Installation
Install path detected from listing signals. Uses `npx` (confidence: high):

```json
"mcpServers": {
  "dreamwork": {
    "command": "npx",
    "args": ["-y","@dreamworkhq/mcp"]
  }
}
```

## Documentation

## What the Dreamwork MCP server does

The Dreamwork MCP server gives AI assistants access to Dreamwork’s job-search and application workflow. It can find ranked job matches, inspect full listings, save or dismiss roles, and maintain a pipeline of saved and applied positions. It also supports importing public job URLs into a private pipeline and recording applications submitted outside Dreamwork.

For application preparation, the server can queue tailored resumes, cover letters, and employer-question answers. Agents can inspect preparation status, edit or strengthen existing materials, change resume formatting, restore earlier versions, and retrieve short-lived document download links. Application records can be moved through board columns, and queued applications can be cancelled when submission is still preventable.

## How it works

The Dreamwork MCP server is a gateway rather than a database-backed local application. The client sends requests to the hosted Dreamwork API over HTTPS. The published package runs as a stdio MCP process, with JSON-RPC data written to stdout; a Streamable HTTP endpoint is also available at `https://mcp.dreamworkhq.com/mcp`.

Without credentials, public browsing is available in guest mode. Authenticated account tools use a Dreamwork API key or hosted sign-in and can access account-specific matches, preferences, materials, pipeline data, and application actions. Consequential operations use a confirmation step in the assistant workflow before proceeding.

## Setup and configuration

Run the stdio client on demand with:

```bash
npx -y @dreamworkhq/mcp
```

Claude Desktop and Cursor can launch that command from their MCP configuration. Claude Code can use the hosted endpoint with an authorization header. The hosted endpoint can also be added as a custom connector in supported products such as Claude or ChatGPT.

`DREAMWORK_API_KEY` is optional for starting the server but is needed for account features. `DREAMWORK_API_URL` can override the default API endpoint, and `DREAMWORK_UNREAD_NOTICES` controls unread recruiter-mail notices attached to tool results. Telemetry can be disabled with `DREAMWORK_TELEMETRY` or `DO_NOT_TRACK`.

## Tools and capabilities

The Dreamwork MCP server covers these workflows:

- Search and paginate ranked matches, inspect job details, and filter discovery windows.
- Save, dismiss, restore, and import roles without confusing pipeline changes with employer actions.
- Read and update preferences, parse preference text, and review application readiness.
- Prepare application packs, check generation status, edit materials, replace documents, and download versioned files.
- Record off-site applications with person attestation and track pipeline columns, interviews, and application state.
- Store career facts and hypotheses separately, then confirm hypotheses when the person verifies them.

The tools distinguish between recording a user-reported state and contacting an employer. Moving a card to Applied does not submit an application, and marking an off-site application does not send one.

## Limitations and notes

A Dreamwork account and API key are required for matches ranked against a resume, saved jobs, tailored materials, pipeline management, and applying. Public guest access is read-only. API-key permissions and plan allowances can limit available operations.

Applications already submitted cannot be recalled. Materials for locked or sent applications cannot be replaced, and application edits require existing materials. Eligibility may be unknown; only a confirmed restriction is treated as blocking by the job details workflow. Download links for application documents are temporary and typically remain usable for about ten minutes.

The server does not provide its own Dreamwork database, API, workers, or hosted OAuth service. A stdio wrapper must not print banners to stdout because that can corrupt the MCP JSON-RPC stream.

_Full upstream README: https://allmcps.com/mcp/dreamwork-2/readme_