MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Data access / search

NextChapter jobs, résumé and layoff help

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

Checks passed
13 / 22

1 failed · 8 not measured

Median response
1006 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
7

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 1006 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name nextchapter-jobs.

  • Pass
    Lists tools

    tools/list returned 7 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1006 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1006 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    15 of 15 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-04T05:07:18.268618Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using NextChapter jobs, résumé and layoff help

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http nextchapter-jobs-r-sum-and-layoff-help https://launchyournextchapter.com/api/mcp

Capabilities

Tools 7

ai_exposure_for_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.

Discovered
find_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.

Discovered
laid_off_benefits_and_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.

Discovered
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.

Discovered
score_resume

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.

Discovered
search_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.

Discovered
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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1006 ms7