NextChapter jobs, résumé and layoff help

com.launchyournextchapterPublished by launchyournextchapter.comOfficial publisherv1.2.0Updated Nov 4, 2026

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

VerifiedStreamable HTTPWeb executableProductivity & WorkflowKnowledge & Memory

Overview

AI-generated overview

Remote MCP server giving assistants NextChapter career data: job search, résumé scoring, layoff notices, unemployment benefits and AI exposure by job title.

What you can do
  • Search NextChapter's deduplicated board of current U.S. professional job openings, newest first, with filters.
  • Score a résumé out of 100 with fixed rules and get a breakdown of what to fix.
  • Look up WARN Act layoff notices from state labor departments by employer, state and days back.
  • Retrieve unemployment insurance basics for a U.S. state, including agency, filing and benefit ranges.
  • Find verified benefit and retraining programs for laid-off professionals, plus plain-language career guides.
  • Check how much of a job title's work AI is already used for, based on the Anthropic Economic Index.
When to use it
Useful when someone is job hunting, has been laid off, or asks about severance, unemployment benefits, résumé quality, layoff risk at a company, or how exposed a role is to AI. It is aimed at U.S. professionals, so it fits career-coaching and job-search conversations rather than general web search.
Requirements
A remote streamable HTTP endpoint at the provider's site; no package install. No authentication, environment variables or headers are declared, so it appears usable without an account or API key. Network access to the provider is required.
Before you install
Résumés are submitted as plain text to a third-party service, so personal and employment details leave the user's machine; avoid pasting sensitive identifiers. Data covers U.S. employers and state programs only, and results are informational rather than legal or financial advice.

Installation

In SourceWeft

  1. Open NextChapter jobs, résumé and layoff help in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.launchyournextchapter%2Fnextchapter-jobs/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "nextchapter-jobs-r-sum-and-layoff-help": {
      "type": "http",
      "url": "https://launchyournextchapter.com/api/mcp"
    }
  }
}

Tools

7

search_jobs

Search professional jobs

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.

Parameterslevelqueryremotelocation

score_resume

Score a résumé

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.

Parametersresume_textrequired

find_career_guide

Find a career guide

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.

Parametersquestionrequired

recent_layoff_notices

Recent layoff notices

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.

Parametersdayslimitstateemployer

unemployment_benefits_by_state

Unemployment benefits by state

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.

Parametersstaterequired

laid_off_benefits_and_programs

Aid and retraining programs

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.

Parametersgoallimitstate

ai_exposure_for_job_title

AI exposure for a job title

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.

Parameterstitlerequired

Version history

1
  1. v1.2.0LatestNov 4, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.