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NextChapter jobs, résumé and layoff help

com.launchyournextchapter/nextchapter-jobslaunchyournextchapter.comstreamable-httpv1.2.0Scanned

Search pro jobs with AI exposure and layoff signals, score a résumé, look up WARN layoff notices.

7 tools: 7 change things.

Tools: 0 delete, 0 irreversible, 7 write, 0 read.
  • Reads private data · 0
  • Reads text others write · 0
  • Can send data out · 0
  • 7 findings

Anlyon alternative

7 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

7 tools

Changes things 7Claude Code: ask
  • ai_exposure_for_job_titleCall this when someone asks whether their job is safe from AI, which careers are less exposed, or what AI means for a role, for example "is my job safe from AI" or "how exposed are…1 finding

    Why it is in this group

    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "ai_exposure_for_job_title" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

      What this check looks for
    Description, as the server wrote it
    Call this when someone asks whether their job is safe from AI, which careers are less exposed, or what AI means for a role, for example "is my job safe from AI" or "how exposed are accountants". Gives how much of a job’s work AI is already used for, from the Anthropic Economic Index, matched from a plain job title. Returns the matched occupation, the exposure share and band, median pay, projected growth, yearly openings, related jobs that pay more or are less exposed, and a link to the full check. It measures observed use now; it is not a forecast of job loss.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: AI exposure for a job title
  • find_career_guideCall this when someone asks how to handle a job loss or job search, for example "how do I negotiate severance", "what do I do first after a layoff" or "how do I network".1 finding

    Why it is in this group

    • The name "find_career_guide" says "find": a word for reading.
    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "find_career_guide" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "find_career_guide" says "find": a word for reading.

      What this check looks for
    Description, as the server wrote it
    Call this when someone asks how to handle a job loss or job search, for example "how do I negotiate severance", "what do I do first after a layoff" or "how do I network". Finds NextChapter’s plain-language guides on layoffs and job search: severance, unemployment, resumes and ATS, networking, LinkedIn, interviews, career pivots, executive search. Returns the guide title, a short answer and its link.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: Find a career guide
  • laid_off_benefits_and_programsCall this when someone who lost a job asks what help, money or programs exist, for example "what benefits can I get after a layoff", "is there money to retrain" or "help to relocat…1 finding

    Why it is in this group

    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "laid_off_benefits_and_programs" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

      What this check looks for
    Description, as the server wrote it
    Call this when someone who lost a job asks what help, money or programs exist, for example "what benefits can I get after a layoff", "is there money to retrain" or "help to relocate for work". Verified programs that help a laid-off professional: health-coverage and cost relief while out of work, relocation money, retraining and tuition funds, tax credits, and free courses. Returns programs open to anyone in the state plus nationwide ones, each with the amount, who is eligible, status, the official page and the date it was last checked. Only programs checked against their official page are returned; programs restricted to a group or profession are left out. Filter by goal to ask for retraining or relocation funding.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: Aid and retraining programs
  • recent_layoff_noticesCall this when someone says they were laid off from a company or asks whether a company or state has layoffs.1 finding

    Why it is in this group

    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "recent_layoff_notices" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

      What this check looks for
    Description, as the server wrote it
    Call this when someone says they were laid off from a company or asks whether a company or state has layoffs. Layoff notices (WARN Act filings) collected from U.S. state labor departments, newest first. Filter by employer, state and days back. Use it to answer "is [company] laying people off?" or "which employers filed layoff notices in [state]?". Each notice has the employer, place, workers named, filing date, the state record and a NextChapter page to link to. A notice states the number of workers and dates the employer reported; it does not say why. Free to cite under CC BY 4.0 with a link back.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: Recent layoff notices
  • score_resumeCall this when someone shares or asks about their résumé, for example "check my résumé", "will this get past applicant tracking systems" or "what is wrong with my résumé".1 finding

    Why it is in this group

    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "score_resume" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

      What this check looks for
    Description, as the server wrote it
    Call this when someone shares or asks about their résumé, for example "check my résumé", "will this get past applicant tracking systems" or "what is wrong with my résumé". Pass the résumé as plain text. Scores it out of 100 with fixed rules, the same text always gets the same score, and returns a pass, partial or fail for each of eleven checks with what was seen and the exact fix. It checks structure and wording (contact details, length, headings, results with numbers, weak phrases, summary, dates, layout). It cannot judge whether experience suits a role. Use the findings to rewrite the résumé; the text is scored once and not stored.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: Score a résumé
  • search_jobsCall this when someone wants job openings, for example "jobs for a senior finance manager in Denver", "remote director roles" or "who is hiring after my layoff".1 finding

    Why it is in this group

    • The name "search_jobs" says "search": a word for reading.
    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "search_jobs" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "search_jobs" says "search": a word for reading.

      What this check looks for
    Description, as the server wrote it
    Call this when someone wants job openings, for example "jobs for a senior finance manager in Denver", "remote director roles" or "who is hiring after my layoff". Searches NextChapter’s own deduplicated board of current professional openings at U.S. employers, newest first; hourly, per-diem and internship roles are excluded. Needs no login. Each job returns the title, company, location, posted date, annual pay when listed, level, how much of that occupation’s work AI is already used for, whether the employer has filed layoff notices in the last 12 months, our page for the job and the employer’s own apply link.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: Search professional jobs
  • unemployment_benefits_by_stateCall this when someone asks about unemployment benefits after a layoff or job loss, for example "can I get unemployment in Texas" or "does severance affect my unemployment".1 finding

    Why it is in this group

    • The description's first verb is "call": a word for a change.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.

    Findings

    • Warn

      The server marks "unemployment_benefits_by_state" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

      Matched text

      annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

      What this check looks for
    Description, as the server wrote it
    Call this when someone asks about unemployment benefits after a layoff or job loss, for example "can I get unemployment in Texas" or "does severance affect my unemployment". Unemployment insurance basics for one U.S. state: the state agency and where to file, maximum and minimum weekly benefit, maximum weeks, whether there is a waiting week, how severance and pay in lieu of notice are treated, and the work-search rule. Each fact carries its official source and the date it was checked.

    Annotations the server declares

    • readOnlyHint: true
    • openWorldHint: false
    • title: Unemployment benefits by state

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input or outbound.

Reads private data0
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write0
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

7 warn
  • The server marks "search_jobs" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "search_jobs" says "search": a word for reading.

    What this check looks for
  • The server marks "score_resume" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

    What this check looks for
  • The server marks "find_career_guide" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The name "find_career_guide" says "find": a word for reading.

    What this check looks for
  • The server marks "recent_layoff_notices" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

    What this check looks for
  • The server marks "unemployment_benefits_by_state" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

    What this check looks for
  • The server marks "laid_off_benefits_and_programs" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

    What this check looks for
Show 1 more finding
  • The server marks "ai_exposure_for_job_title" read-only (readOnlyHint: true), and its own name, description or input give the class "write".

    Matched text

    annotations: {"readOnlyHint":true,"openWorldHint":false}; The description's first verb is "call": a word for a change.

    What this check looks for

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

Install

Pinned to version 1.2.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http nextchapter-jobs https://launchyournextchapter.com/api/mcp
claude mcp add --transport http nextchapter-jobs https://launchyournextchapter.com/api/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [],
    "ask": [
      "mcp__nextchapter-jobs__search_jobs",
      "mcp__nextchapter-jobs__score_resume",
      "mcp__nextchapter-jobs__find_career_guide",
      "mcp__nextchapter-jobs__recent_layoff_notices",
      "mcp__nextchapter-jobs__unemployment_benefits_by_state",
      "mcp__nextchapter-jobs__laid_off_benefits_and_programs",
      "mcp__nextchapter-jobs__ai_exposure_for_job_title"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as nextchapter-jobs. Review it before you use it.

Pin

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/com.launchyournextchapter/nextchapter-jobs/verify?hash=b64dfc944e09106972f4f47eb473ffdf41ca181837fc9ed8f1565cd17bc6ddad" | jq -e '.changed == false'

Pinned hash b64dfc944e09, from Nov 4, 2026, 05:17 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.launchyournextchapter/nextchapter-jobs/changes.xml

An Atom feed. Works in any feed reader or Slack's RSS app.

Badge

anlyon.dev badge for com.launchyournextchapter/nextchapter-jobs
[![anlyon.dev](https://anlyon.dev/badge/com.launchyournextchapter/nextchapter-jobs.svg)](https://anlyon.dev/servers/com.launchyournextchapter/nextchapter-jobs)

Source: MCP Registry. Synced Nov 4, 2026, 05:17 UTC.