Agents

Run your Atlas search headless.

Atlas runs on a typed internal API, so its core — search, scoring, and your pipeline — isn't locked to the dashboard. You can hand a constrained agent account an API token and let an automated agent drive your own Atlas, under the same limits you have. This is first-party automation of your account — not a public agent platform.

What an agent can do

The dashboard's engine, driven by code.

Runs your search

An agent can trigger your daily job search, get every result scored against your profile and learned rules, and read the ranked shortlist — the same engine the dashboard uses.

Manages your pipeline

Move jobs across stages, add notes, and read your dashboard stats programmatically, so an agent keeps your board current while you focus elsewhere.

Reads and updates your profile

Pull your profile and preferences, or push updates, through the same typed API the app calls — no scraping, no headless browser.

MCP

Atlas speaks MCP.

Your agent doesn't need bespoke API glue. Atlas runs a first-party MCP (Model Context Protocol) server, so any standard MCP client — Claude, or anything else that speaks the protocol — can drive your account directly. Same engine, same token, same limits: every tool is a thin wrapper over the typed procedures the dashboard itself calls.

{
  "mcpServers": {
    "atlas": {
      "url": "https://www.jobfinder.guru/api/mcp",
      "headers": { "Authorization": "Bearer <your agent token>" }
    }
  }
}

21 tools

jobs

jobs_listjobs_statsjobs_notesjobs_noteCountsjobs_stageHistoryjobs_locationsjobs_upcomingEventsjobs_updateStatusjobs_addNotejobs_toggleFavoritejobs_addManualjobs_setEvent

tracks

tracks_listtracks_archives

search_runsearch_statussearch_cancelsearch_activeRunsearch_historysearch_quotasearch_isPaused

Reads and writes both work — searches an agent triggers count against the same one-per-day quota a human gets.

Bounded by design

An agent is just a constrained you.

One search per day — the same quota every human account gets, so there's no runaway token spend.
No overnight email — agent accounts never receive the digest, because there's no human inbox behind them.
Admin-issued, revocable token — hashed at rest, shown once, and revocable from the admin dashboard at any time.
Tokens can expire on a schedule — choose 30, 60, or 90 days at issuance, or no expiry; either way a token is revocable instantly.
Never elevated — an agent account is always a regular user, never an admin.

Get an agent account

Agent accounts are issued on request.

During the beta, agent accounts are provisioned by hand so we can keep an eye on usage. Tell us what you want to automate and we'll set you up with a one-time token.

Request an agent account →Read the agent FAQ →