# Dreamwork (io.github.dreamworkhq/dreamwork): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.dreamworkhq%2Fdreamwork/versions/latest)
- Connected to: https://mcp.dreamworkhq.com/mcp
- Homepage: https://www.dreamworkhq.com/agents?utm_source=mcp_registry&utm_medium=mcp_directory&utm_campaign=mcp_distribution
- Repository: https://github.com/dreamworkhq/mcp
- Scoring rules: v2
- Tools: 71
- Average: 57.1 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Dreamwork (io.github.dreamworkhq/dreamwork)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Major: 71 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 5572 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `forget_hypothesis`: 32 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: hypothesisId.
  - Minor: String arguments with no constraint or example: hypothesisId.
  - Minor: Required identifiers whose description does not say where the value comes from: hypothesisId. Name the tool or the place that returns it, or models look it up first.
- `add_jobs`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: description, url, contactEmail, applicationMethod.
  - Minor: String arguments with no constraint or example: title, company, description.
  - Minor: Says nothing about what it returns.
- `cancel_apply`: 37 / 100
  - Major: Arguments without a description: applicationId.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `edit_resume`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: applicationId, instruction, scope.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `update_autopilot_settings`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: scoreFloor, resumeVariant, requireSalaryMinimum.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument requireSalaryMinimum is unclear.
  - Minor: Says nothing about what it returns.
- `add_contact`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: name, company, title.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `update_profile`: 41 / 100
  - Major: Arguments without a description: name, email, phone, tonePreferences.
  - Minor: String arguments with no constraint or example: name, phone, tonePreferences.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `edit_cover_letter`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: applicationId, scope.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_task`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: taskId.
  - Minor: String arguments with no constraint or example: taskId.
  - Minor: Required identifiers whose description does not say where the value comes from: taskId. Name the tool or the place that returns it, or models look it up first.
- `update_application_materials`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: expectedRevision, resumeVariant, resumeHtml, coverLetter, coverLetterIncluded.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument coverLetterIncluded is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `list_contacts`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: company.
  - Minor: No `required` list, so every argument is optional.
- `generate_outreach`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: contactId, jobId. Name the tool or the place that returns it, or models look it up first.
- `confirm_hypothesis`: 45 / 100
  - Major: Arguments without a description: hypothesisId.
  - Minor: String arguments with no constraint or example: hypothesisId.
  - Minor: Required identifiers whose description does not say where the value comes from: hypothesisId. Name the tool or the place that returns it, or models look it up first.
- `edit_answer`: 45 / 100
  - Major: Arguments without a description: applicationId, questionId, instruction.
  - Minor: String arguments with no constraint or example: applicationId, questionId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId, questionId. Name the tool or the place that returns it, or models look it up first.
- `get_application_documents`: 47 / 100
  - Major: Arguments without a description: applicationId.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `undo_last`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `generate_pack`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.
- `set_autopilot`: 50 / 100
  - Minor: Arguments without a description: state.
  - Minor: Says nothing about what it returns.
- `generate_resume`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_generated_resumes`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `upload_resume`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: filename.
- `list_tasks`: 52 / 100
  - Major: Arguments without a description: status, limit.
  - Minor: No `required` list, so every argument is optional.
- `strengthen_application`: 52 / 100
  - Minor: Arguments without a description: applicationId.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `update_communication_preferences`: 53 / 100
  - Major: Arguments without a description: jobAlerts, autopilotResults, productUpdates.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument productUpdates is unclear.
- `apply`: 54 / 100
  - Minor: Arguments without a description: applicationId.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_listing`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `mark_messages_read`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: threadId, messageIds. Name the tool or the place that returns it, or models look it up first.
- `replace_application_document`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: applicationId, document, file, file.format, file.filename.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `reply_to_recruiter`: 56 / 100
  - Minor: Arguments without a description: threadId.
  - Minor: String arguments with no constraint or example: threadId.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: threadId. Name the tool or the place that returns it, or models look it up first.
- `dismiss_match`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.
- `get_pipeline`: 57 / 100
  - Major: Arguments without a description: status, limit.
  - Minor: No `required` list, so every argument is optional.
- `get_stats`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `mark_applied_offsite`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `save_job`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.
- `list_interviews`: 58 / 100
- `remember_hypothesis`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `save_application_answers`: 58 / 100
  - Major: Arguments without a description: answers, answers.workPreferences.acceptedWorkModes, answers.workPreferences.willingToRelocate, answers.workPreferences.maxTravelPercent, answers.compensation, answers.availability, answers.eligibility, answers.eligibility.citizenshipCountryCodes, answers.eligibility.countries[].authorized, answers.eligibility.countries[].requiresSponsorship, answers.eligibility.countries[].basis, answers.qualifications, answers.qualifications.highestEducationLevel, answers.qualifications.languages[].proficiency, answers.screeningAnswers.reliableTransportation, answers.screeningAnswers.workplaceAccommodation, answers.screeningAnswers.securityClearance, answers.screeningAnswers.foreignGovernmentFamilyTies, answers.screeningAnswers.criminalHistory, answers.screeningAnswers.criminalHistoryDetails, answers.screeningAnswers.governmentOrMilitaryEmployment, answers.screeningAnswers.clearanceEligibleToObtain, answers.screeningAnswers.backgroundCheckConsent, contact, contact.fullName, contact.phone, contact.mailingAddress, contact.mailingAddress.line1, contact.mailingAddress.line2, contact.mailingAddress.city, contact.mailingAddress.country, contact.linkedinUrl, contact.githubUrl, contact.websiteUrl, contact.portfolioUrl.
  - Minor: String arguments with no constraint or example: contact.mailingAddress.line1, contact.mailingAddress.line2, contact.mailingAddress.city, contact.mailingAddress.country, contact.linkedinUrl, contact.githubUrl.
  - Minor: The meaning of the boolean argument answers.workPreferences.willingToRelocate is unclear.
  - Minor: The meaning of the boolean argument answers.eligibility.countries[].authorized is unclear.
  - Minor: The meaning of the boolean argument answers.eligibility.countries[].requiresSponsorship is unclear.
  - Minor: The meaning of the boolean argument answers.screeningAnswers.reliableTransportation is unclear.
  - Minor: The meaning of the boolean argument answers.screeningAnswers.foreignGovernmentFamilyTies is unclear.
  - Minor: The meaning of the boolean argument answers.screeningAnswers.governmentOrMilitaryEmployment is unclear.
  - Minor: The meaning of the boolean argument answers.screeningAnswers.backgroundCheckConsent is unclear.
- `get_inbox`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
- `get_upgrade_link`: 59 / 100
- `format_resume`: 60 / 100
  - Minor: Arguments without a description: applicationId, align.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `reopen_application_materials`: 60 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_career_record`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_platform_context`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `restore_material`: 61 / 100
  - Minor: Arguments without a description: applicationId.
  - Minor: String arguments with no constraint or example: applicationId.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_application_materials`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_job`: 62 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.
- `get_pack_status`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: applicationIds. Name the tool or the place that returns it, or models look it up first.
- `parse_preferences_text`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `prepare_applications`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: jobIds. Name the tool or the place that returns it, or models look it up first.
- `restore_match`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.
- `start_checkout`: 63 / 100
- `get_preferences`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_resume_work_history`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_unread_reminders`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_usage`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `move_pipeline`: 65 / 100
  - Minor: Arguments without a description: status.
- `get_application_status`: 67 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: applicationId. Name the tool or the place that returns it, or models look it up first.
- `get_autopilot_settings`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `import_job`: 67 / 100
- `list_dismissed_matches`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_application_readiness`: 69 / 100
- `get_communication_preferences`: 69 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_market_pulse`: 69 / 100
- `get_resume_download_link`: 69 / 100
- `get_top_hiring_companies`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_matches`: 70 / 100
  - Minor: Arguments without a description: equity, bonus, healthcare.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument aiRole is unclear.
  - Minor: The meaning of the boolean argument equity is unclear.
  - Minor: The meaning of the boolean argument bonus is unclear.
  - Minor: The meaning of the boolean argument healthcare is unclear.
- `update_preferences`: 70 / 100
  - Minor: Arguments without a description: patch, patch.willingToRelocate, patch.coverLettersEnabled.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument patch.willingToRelocate is unclear.
  - Minor: The meaning of the boolean argument patch.coverLettersEnabled is unclear.
- `get_updates_since`: 72 / 100
- `get_profile`: 77 / 100
- `get_autopilot_status`: 82 / 100
- `browse_listings`: 92 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument aiRole is unclear.

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