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WhatJobs Job Search MCP server

com.whatjobs.mcp/job-searchmcp.whatjobs.comstreamable-httpv2.2.0Scanned

Search live WhatJobs jobs, salaries and hiring companies in 25 countries from AI assistants.

7 tools: 7 only read.

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

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  • Your agent never holds the key.
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What the WhatJobs Job Search MCP server can do

The WhatJobs Job Search MCP server is published by mcp.whatjobs.com, a domain the MCP Registry verified. It has 7 tools. Every one of them only reads: going by their definitions, none of them creates, changes, sends or deletes anything.

7 tools bring in text other people can write (search_jobs, get_salary_insights, compare_salaries and 4 more).

The fixed checks matched 1 finding (long-description). Each one comes with the text it matched.

Last scanned Nov 5, 2026, version 2.2.0.

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

Only reads 7Show 7 read-only tools
  • compare_job_countsCompare how many jobs are live on WhatJobs right now across places and/or roles.Reads text others writeNo findings

    Why it is in this group

    • The name "compare_job_counts" says "compare": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
    Description, as the server wrote it
    Compare how many jobs are live on WhatJobs right now across places and/or roles. Use this when the user asks where the most jobs are, how much demand there is, or to compare cities or roles, e.g. "Where are the most data analyst jobs in Germany?", "More jobs for nurses or carers in Leeds?", "Paris vs Berlin for developers". Inputs: - keywords: one or more job roles (may be [""] to count all jobs). - locations: one or more places to search, not the user's own location unless they ask about jobs near them. Up to 6 keyword x location combinations are compared. - market: optional. Leave empty to let each location use its own country (so "Paris" and "Berlin" compare France and Germany). Each row includes a link to that search on WhatJobs.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Compare job counts
  • compare_salariesCompare what a job pays across places, or what different jobs pay in one place, from the salaries in current WhatJobs listings: the typical range and median for each, side by side.Reads text others writeNo findings

    Why it is in this group

    • The name "compare_salaries" says "compare": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
    Description, as the server wrote it
    Compare what a job pays across places, or what different jobs pay in one place, from the salaries in current WhatJobs listings: the typical range and median for each, side by side. Use this when the user wants pay compared, e.g. "Nurse salary in London vs Manchester", "Do developers earn more in Berlin or Munich?", "Which pays more in Toronto, accountant or bookkeeper?". Inputs: - keywords: one or more job roles only (e.g. ["nurse"], or ["accountant", "bookkeeper"]). - locations: one or more places to compare (city, region or country), not the user's own location unless they ask about jobs near them. - market: optional. Leave empty to let each location use its own country (so "Paris" and "Berlin" compare France and Germany). Supported values: uk (United Kingdom), us (United States), ca (Canada), de (Germany), in (India), pk (Pakistan), br (Brazil), es (Spain), ae (United Arab Emirates), mx (Mexico), ar (Argentina), za (South Africa), at (Austria), au (Australia), be (Belgium), bh (Bahrain), cl (Chile), co (Colombia), cr (Costa Rica), ch (Switzerland), do (Dominican Republic), dz (Algeria), ng (Nigeria), nl (Netherlands), fr (France). Up to 4 role x place combinations are compared. Each row is in that country's own currency (amounts are not converted between currencies) and says its pay period (per year in most countries). Each row links to that search on WhatJobs.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Compare salaries
  • get_salary_insightsShow what a job pays, from the salaries in current WhatJobs listings: typical range, median, lowest and highest, plus a few listings with salaries.Reads text others writeNo findings

    Why it is in this group

    • The name "get_salary_insights" says "get": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
    Description, as the server wrote it
    Show what a job pays, from the salaries in current WhatJobs listings: typical range, median, lowest and highest, plus a few listings with salaries. Use this when the user asks how much a role pays or earns, salary ranges, or whether a salary is good, e.g. "How much does a nurse earn in Paris?" or "Data analyst salary in London". Inputs: - keyword: the job role only (e.g. "nurse", "software engineer"). - location: the place to search (city, region or country), not the user's own location unless they ask for jobs near them. May be empty for the whole country. - market: optional country code; if empty it is inferred from location. Supported values: uk (United Kingdom), us (United States), ca (Canada), de (Germany), in (India), pk (Pakistan), br (Brazil), es (Spain), ae (United Arab Emirates), mx (Mexico), ar (Argentina), za (South Africa), at (Austria), au (Australia), be (Belgium), bh (Bahrain), cl (Chile), co (Colombia), cr (Costa Rica), ch (Switzerland), do (Dominican Republic), dz (Algeria), ng (Nigeria), nl (Netherlands), fr (France). Figures are in the country's own currency, for the pay period most listings use (per year in most countries, per month in some); the result says which. The result includes a link to all matching jobs on WhatJobs.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Salary insights
  • get_top_hiring_companiesList the companies posting the most jobs for a role and place right now on WhatJobs, with their job counts and example listings.Reads text others writeNo findings

    Why it is in this group

    • The name "get_top_hiring_companies" says "get": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
    Description, as the server wrote it
    List the companies posting the most jobs for a role and place right now on WhatJobs, with their job counts and example listings. Use this when the user asks who is hiring, which companies or employers have openings, or the biggest employers for a role, e.g. "Who's hiring software engineers in Berlin?". Inputs: - keyword: the job role only. - location: the place to search (city, region or country), not the user's own location unless they ask for jobs near them. - market: optional country code; if empty it is inferred from location. Supported values: uk (United Kingdom), us (United States), ca (Canada), de (Germany), in (India), pk (Pakistan), br (Brazil), es (Spain), ae (United Arab Emirates), mx (Mexico), ar (Argentina), za (South Africa), at (Austria), au (Australia), be (Belgium), bh (Bahrain), cl (Chile), co (Colombia), cr (Costa Rica), ch (Switzerland), do (Dominican Republic), dz (Algeria), ng (Nigeria), nl (Netherlands), fr (France). Counts come from the latest 50 listings. The result includes links to each company's listings and to all matching jobs on WhatJobs.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Top hiring companies
  • match_jobs_to_profileFind WhatJobs listings that fit a person's background: searches up to 4 target job titles at once and ranks the jobs by how well the title matches and how many of their skills each…Reads text others writeNo findings

    Why it is in this group

    • The description's first verb is "find": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
    • untrusted-inputThe description's first sentence says "find" and "mention": it reads comments, which other people can write.
    Description, as the server wrote it
    Find WhatJobs listings that fit a person's background: searches up to 4 target job titles at once and ranks the jobs by how well the title matches and how many of their skills each listing mentions. Use this when the user shares their CV, experience or skills and asks what jobs suit them, e.g. "Here's my CV, what should I apply for in Manchester?". Inputs: - job_titles: 1-4 job titles that fit the person (you choose them from what they shared). - skills: up to 10 key skills or tools (e.g. "Python", "SQL", "forklift licence"). - location: where they want to work (the place to search). - market: optional country code; if empty it is inferred from location. Supported values: uk (United Kingdom), us (United States), ca (Canada), de (Germany), in (India), pk (Pakistan), br (Brazil), es (Spain), ae (United Arab Emirates), mx (Mexico), ar (Argentina), za (South Africa), at (Austria), au (Australia), be (Belgium), bh (Bahrain), cl (Chile), co (Colombia), cr (Costa Rica), ch (Switzerland), do (Dominican Republic), dz (Algeria), ng (Nigeria), nl (Netherlands), fr (France). Pass only titles and skills. Never pass CV text, names, contact details or other personal data. The result includes a link to all matching jobs on WhatJobs.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Match jobs to profile
  • search_jobsSearch WhatJobs for public job listings using separate structured search fields.Reads text others write1 finding

    Why it is in this group

    • The name "search_jobs" says "search": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.

    Findings

    • Info

      The description is 2,979 characters long, over the 2,000 this check looks for.

      Matched text

      description ends: "...mmary, description, apply URL and pagination metadata for the WhatJobs widget UI."

      What this check looks for
    Description, as the server wrote it
    Search WhatJobs for public job listings using separate structured search fields. Use this tool only when the user is looking for jobs, vacancies, roles, internships, work opportunities, or asks to see more job results. The location is the job search location requested by the user, such as a city, region, country, or remote preference. It is not the user's current physical location unless the user explicitly asks to search near them. Inputs: - keyword: the job role, job function, skill, or industry only. - location: the city, region, country, or remote preference only. - market: optional. The country market for the search. If omitted it is inferred from location (e.g. "Johannesburg, South Africa" -> za). Supported values: uk (United Kingdom), us (United States), ca (Canada), de (Germany), in (India), pk (Pakistan), br (Brazil), es (Spain), ae (United Arab Emirates), mx (Mexico), ar (Argentina), za (South Africa), at (Austria), au (Australia), be (Belgium), bh (Bahrain), cl (Chile), co (Colombia), cr (Costa Rica), ch (Switzerland), do (Dominican Republic), dz (Algeria), ng (Nigeria), nl (Netherlands), fr (France). - chunk_number: the result batch number. Use 1 for the first search and increment when the user asks to see more. Do not include the location inside keyword. Do not include filler words like jobs, vacancies, roles, hiring, in, near, around, at, or within in keyword. Examples: - sales in Bracknell -> keyword="sales", location="Bracknell", market="uk" - software engineer jobs near Manchester -> keyword="software engineer", location="Manchester", market="uk" - driver jobs in Toronto -> keyword="driver", location="Toronto", market="ca" - nurse jobs in Berlin -> keyword="nurse", location="Berlin", market="de" - teacher jobs in Sao Paulo -> keyword="teacher", location="Sao Paulo", market="br" - chef jobs in Madrid -> keyword="chef", location="Madrid", market="es" - accountant jobs in Dubai -> keyword="accountant", location="Dubai, United Arab Emirates", market="ae" - marketing jobs in Mexico City -> keyword="marketing", location="Mexico City, Mexico", market="mx" - developer jobs in Buenos Aires -> keyword="developer", location="Buenos Aires, Argentina", market="ar" - sales jobs in Johannesburg -> keyword="sales", location="Johannesburg, South Africa", market="za" - comptable à Paris -> keyword="comptable", location="Paris", market="fr" - nurse jobs in Sydney -> keyword="nurse", location="Sydney", market="au" - verpleegkundige in Amsterdam -> keyword="verpleegkundige", location="Amsterdam", market="nl" - engineer jobs in Zurich -> keyword="engineer", location="Zürich", market="ch" - marketing jobs in Vienna -> keyword="marketing", location="Wien", market="at" - accountant jobs in Lagos -> keyword="accountant", location="Lagos", market="ng" Returns structured job listings with title, company, location, salary when provided, posted date, summary, description, apply URL and pagination metadata for the WhatJobs widget UI.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Search jobs
  • search_latest_jobsShow only recently posted WhatJobs listings for a role and place, newest first.Reads text others writeNo findings

    Why it is in this group

    • The name "search_latest_jobs" says "search": a word for reading.

    What it can reach

    • untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
    Description, as the server wrote it
    Show only recently posted WhatJobs listings for a role and place, newest first. Use this when the user asks for new, fresh, recent or today's jobs, e.g. "Any electrician jobs posted today in Manchester?" or "New marketing jobs this week in Madrid". Inputs: - keyword: the job role only. - location: the place to search (city, region or country), not the user's own location unless they ask for jobs near them. - posted_within_days: 1 for today/yesterday, 7 for this week (default), up to 30. - market: optional country code; if empty it is inferred from location. Supported values: uk (United Kingdom), us (United States), ca (Canada), de (Germany), in (India), pk (Pakistan), br (Brazil), es (Spain), ae (United Arab Emirates), mx (Mexico), ar (Argentina), za (South Africa), at (Austria), au (Australia), be (Belgium), bh (Bahrain), cl (Chile), co (Colombia), cr (Costa Rica), ch (Switzerland), do (Dominican Republic), dz (Algeria), ng (Nigeria), nl (Netherlands), fr (France). The result includes a link to all matching jobs on WhatJobs.

    Annotations the server declares

    • destructiveHint: false
    • openWorldHint: true
    • readOnlyHint: true
    • title: Latest jobs

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 outbound.

Reads private data0
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write7
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.

1 info
  • Infosearch_jobs

    The description is 2,979 characters long, over the 2,000 this check looks for.

    Matched text

    description ends: "...mmary, description, apply URL and pagination metadata for the WhatJobs widget UI."

    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.

All changes to this server

Install

Pinned to version 2.2.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http job-search https://mcp.whatjobs.com/mcp
claude mcp add --transport http job-search https://mcp.whatjobs.com/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": [
      "mcp__job-search__search_jobs",
      "mcp__job-search__get_salary_insights",
      "mcp__job-search__compare_salaries",
      "mcp__job-search__get_top_hiring_companies",
      "mcp__job-search__compare_job_counts",
      "mcp__job-search__search_latest_jobs",
      "mcp__job-search__match_jobs_to_profile"
    ],
    "ask": [],
    "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 job-search. Review it before you use it.

Capability tags behind 7 rules
  • mcp__job-search__search_jobs untrusted-input
  • mcp__job-search__get_salary_insights untrusted-input
  • mcp__job-search__compare_salaries untrusted-input
  • mcp__job-search__get_top_hiring_companies untrusted-input
  • mcp__job-search__compare_job_counts untrusted-input
  • mcp__job-search__search_latest_jobs untrusted-input
  • mcp__job-search__match_jobs_to_profile untrusted-input

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.whatjobs.mcp/job-search/verify?hash=04481ed36bbe53708b458aecb35fee13edfb1e770895ef14b8d3591e8c855cb8" | jq -e '.changed == false'

Pinned hash 04481ed36bbe, from Nov 5, 2026, 18:18 UTC.

Watch

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

https://anlyon.dev/servers/com.whatjobs.mcp/job-search/changes.xml

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Badge

anlyon.dev badge for com.whatjobs.mcp/job-search
[![anlyon.dev](https://anlyon.dev/badge/com.whatjobs.mcp/job-search.svg)](https://anlyon.dev/servers/com.whatjobs.mcp/job-search)

Source: MCP Registry. Synced Nov 5, 2026, 18:17 UTC.

WhatJobs Job Search MCP server: questions and answers

Answered from the scan above, not from the publisher's description.

Is the WhatJobs Job Search MCP server safe?

No scan can promise that. What its definitions show: 7 tools, all of which only read, and 1 finding from fixed checks. Read-only tools can still pass private data to a model.

Can the WhatJobs Job Search MCP server delete data?

No tool is classed as destructive: going by their definitions, none of them deletes, cancels or revokes anything.

Can the WhatJobs Job Search MCP server do things that cannot be undone?

No tool is classed as irreversible: none of them sends, pays, publishes or merges, going by their definitions.

What tools does the WhatJobs Job Search MCP server have?

7 tools: 7 read. search_jobs, get_salary_insights, compare_salaries, get_top_hiring_companies, compare_job_counts, search_latest_jobs and match_jobs_to_profile.

Does the WhatJobs Job Search MCP server send data to outside services?

None of its tools sends, posts or publishes, or takes a recipient, channel or URL.

Has the WhatJobs Job Search MCP server changed its tools?

Not since anlyon.dev started tracking it. Last scanned Nov 5, 2026.