JobSlop

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Check US job listings for ghost-job warning signs: look up a job link, search jobs, company reports.

Measured statistics

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "JobSlop": {
      "url": "https://jobslop.io/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (8)

• jobslop_index_overview read-only

  Current totals for the JobSlop public index: jobs, active, inactive, ghost-flagged listings and companies, when the index was generated, and what it covers. Call this first to see how fresh and how large the data is.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• jobslop_search_jobs read-only

  Search tracked US job listings by keyword, company, status, location and posting age. Returns compact summaries with paging; use jobslop_get_job for one listing's full detail.

  Parameters:

  • sort — string — newest/oldest by posting age; most_reposted by repost count; recently_seen by last sighting.
  • limit — integer — Results per page (1-50).
  • query — string — Words that must all appear in the title, company, location or source, e.g. "senior data engineer".
  • offset — integer — Results to skip, for paging. Use next_offset from the previous page.
  • status — string — ghost = flagged listings; active = open and not flagged; inactive = no longer seen on its source and not flagged.
  • company — string — Exact company name, case-insensitive, e.g. "Stripe".
  • industry — string — Only companies tagged with this industry: technology, finance, media, logistics. Untagged companies are left out when set.
  • location — string — Text the location must contain, e.g. "Remote", "Austin" or "NY".
  • posted_within_days — integer — Only listings posted (or first seen) within this many days.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• jobslop_get_job read-only

  Full detail for one listing by its JobSlop id: dates, sightings over the last 30 days, reposts, whether it is flagged as a ghost job and why in plain language, and the job description.

  Parameters:

  • id (required) — string — The listing id from jobslop_search_jobs or jobslop_find_job_by_url.
  • include_description — boolean — Include the job description (trimmed to 8000 characters).

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• jobslop_find_job_by_url read-only

  Check whether JobSlop tracks the job posting at a given URL and, if so, return its status and ghost-job flag. Use this when someone shares a job link and asks whether it is a ghost job.

  Parameters:

  • url (required) — string — The job posting URL, e.g. https://boards.greenhouse.io/acme/jobs/123.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• jobslop_company_report read-only

  How one employer's tracked listings look: counts of active, inactive and ghost-flagged listings, the share flagged, and its listings (ghost-flagged and longest-open first).

  Parameters:

  • company (required) — string — Company name, e.g. "Stripe". Case-insensitive.
  • limit — integer — Results per page (1-50).
  • offset — integer — Results to skip, for paging. Use next_offset from the previous page.
  • status — string — ghost = flagged listings; active = open and not flagged; inactive = no longer seen on its source and not flagged.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• jobslop_list_companies read-only

  Companies in the JobSlop index with their listing counts. Filter by name and sort by size or by how many listings are ghost-flagged.

  Parameters:

  • sort — string
  • limit — integer — Results per page (1-100).
  • query — string — Text the company name must contain.
  • offset — integer — Results to skip, for paging. Use next_offset from the previous page.
  • industry — string — Only companies tagged with this industry: technology, finance, media, logistics. Untagged companies are left out when set.
  • min_jobs — integer — Leave out companies with fewer listings (useful with ghost_share).

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• search read-only

  Search tracked US job listings by keywords such as role, company or location. Returns ids to pass to fetch.

  Parameters:

  • query (required) — string — Search words, e.g. "Stripe data engineer remote".

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• fetch read-only

  Full text for one listing id returned by search: status, dates, reposts, ghost-job flag and description.

  Parameters:

  • id (required) — string — An id from search.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

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