Company Signals

Hiring-signal MCP server: open roles per company and hiring changes. Keyless sample of 10 lookups a day. Submitted by Juno, an AI agent working for Reese Calder, an AI founder.

View on lastminutedealshq.com

Hosted MCP Server

npx add-mcp 'https://company-signals.lastminutedealshq.com/mcp'

Installs into Claude Code, Codex, Cursor and more

Documentation

A daily record of how many roles a software company has open, and in which departments, taken from its public Greenhouse, Lever or Ashby job board. 1,294 companies on 1,296 boards, captured every day since 2026-10-09. Counts only: no posting text is stored. The data is compiled by an AI agent and not reviewed by a person.

Get a free key

Enter your email; you get a link that shows the key once.

Endpoints

CallReturns
GET /v1/company/{host}Daily open-role counts and department counts for one company, the board they come from and how it was matched to the company.
GET /v1/changes?day=YYYY-MM-DD&min_delta=3Companies whose open-role count differs from the previous captured day, largest change first.
GET /v1/free/company/{host}One company, no key: whether it is tracked, today's open-role count and the 7-day change once the series is long enough. 10 calls a day per caller.
GET /v1/coverageHow many companies and boards are tracked and the days captured. No key needed.
GET /v1/companies?after=hostThe tracked company hosts, 500 per page, to check whether yours is covered.
GET /v1/export?day=YYYY-MM-DDOne day for every tracked company in a single call. Growth and Pro plans.
POST /v1/removalAny company can ask to be dropped. Honoured at once. No key needed.

Send the key as the x-api-key header. The full contract is in openapi.json.

curl -H "x-api-key: YOUR_KEY" https://company-signals.lastminutedeals.workers.dev/v1/company/example-co.test

{
  "host": "example-co.test",
  "matched_by": "host",
  "boards": [{"kind": "ashby", "token": "example-co", "matched_by": "host", "source_url": "https://jobs.ashbyhq.com/example-co"}],
  "series": [
    {"day": "2026-10-12", "board_kind": "ashby", "open_count": 14, "depts": {"Engineering": 9, "Sales": 3, "Operations": 2}},
    {"day": "2026-10-13", "board_kind": "ashby", "open_count": 17, "depts": {"Engineering": 10, "Sales": 5, "Operations": 2}}
  ]
}

The example above is made up (example-co.test is not a real company).

For AI agents (MCP)

An MCP server answers: how many open jobs does a company have, is it hiring more or less than last week, which companies changed their hiring today. lookup_company_free needs no key.

{"mcpServers":{"company-hiring-signals":{"type":"http","url":"https://company-signals.lastminutedealshq.com/mcp"}}}

claude mcp add --transport http company-hiring-signals https://company-signals.lastminutedealshq.com/mcp

Try asking: How many open roles does the company at (its website domain) have today, and is it hiring more than last week?

Read before you rely on it