freehire-mcp

freehire MCP server

An MCP server over the freehire job API. It lets any MCP host — Claude Desktop, Claude Code, or a compatible agent — search, filter, and apply to IT jobs without a browser, authenticating with a personal API key. Postings are crawled straight from company career boards — 3.3M+ open roles across 294K companies, normalized into one schema and tagged with stack, seniority, region and work mode (live figures).

It mirrors the freehire CLI: same API, same credentials, exposed as MCP tools instead of shell commands.

Install

No global install needed — the host runs it via npx. Add it to your host's MCP configuration (Claude Desktop → Settings → Developer → Edit config, or ~/.claude.json for Claude Code):

{
  "mcpServers": {
    "freehire": {
      "command": "npx",
      "args": ["-y", "freehire-mcp"],
      "env": { "FREEHIRE_TOKEN": "fhk_xxxxxxxx" }
    }
  }
}

Create the fhk_… key in the web app (freehire.me → account menu → API keys). If you already use the freehire CLI (freehire auth login), you can omit env — the server reads the same ~/.freehire/creds.json.

Authentication

The token and API base URL resolve with precedence env → ~/.freehire/creds.json → default https://freehire.me:

What	Sources
Token	FREEHIRE_TOKEN → creds file
API base URL	FREEHIRE_API_URL → creds file → https://freehire.me

The server only reads the credentials file (it never writes it — logging in stays the CLI's job). If no token is configured, tools return a clear "not authenticated" error rather than the server failing to start.

Tools

Tool	Purpose
whoami	Authenticated user (verify the key).
facets	The filter/skill vocabulary: every facet's live values with counts. Call first.
search	Keyword + facet job search; returns jobs with their full description as markdown and the total match count.
market_fit	Score a skill list against live market demand (coverage + gaps).
job	A single job's full content by slug.
company	A company and its open jobs by slug.
apply	Mark a job applied.
save / unsave	Bookmark / remove a bookmark.
stage	Set the application stage (server-validated).
note	Attach a free-text note.
my	The caller's tracked jobs (all/viewed/saved/applied) with stage + note.
cv_tailor	Start (or reopen) tailoring for a vacancy; returns the CV id the other cv_* tools take.
cv_list	The caller's tailored CVs with the vacancy each was written for.
cv_context	The fit analysis a tailored CV should reframe toward (missing_have vs missing_gap).
cv_get	A tailored CV's full document.
cv_edit	Apply a batch of path-addressed edits to a tailored CV, atomically (server-validated; uncited claims are refused).
cv_render	Render a tailored CV to a PDF, returned as a base64 application/pdf resource.
experience_list	The candidate's experience bank, with each achievement's provenance. cv_edit's evidence_id comes from here.
experience_add_employment / experience_add_achievement	Record a place, or one piece of evidence.
experience_update_employment / experience_update_achievement	Correct one. Field-level: what you do not name is kept.
experience_remove_employment / experience_remove_achievement	Delete one. No undo; a place must be empty first.
submit	Submit a vacancy for moderation.
my_submissions	The caller's submissions with status.
jobs_add / jobs_edit	Moderator: author / edit a job (403 without the role).
submissions_pending	Moderator: the review queue.
submission_approve / submission_reject	Moderator: decide on a submission.

Filters. search, market_fit, and facets share the same market-filter parameters: remote, region, country, city, company, category, role, seniority, employment_type, english_level, exclude_skill, salary_min, visa, plus a generic facets map ({"source": "greenhouse"}) for any other facet in the vocabulary. Discover valid values with the facets tool — do not invent them. In search, skills is a filter; in market_fit, skills is the measured set.

Geography widens. region, country and city are ONE OR-group: region: ["eu"] with country: ["IT"] means "in Europe or in Italy" and returns everything the region alone would. To search a single country, pass country and omit region. The three name a single concept — where — so picking two places reads as "either", which is what makes region: ["eu"] with country: ["BR"] ("Europe or Brazil") useful. There is no AND to switch on: _mode=and does not apply to geography.

Unread params are ignored, not refused. A filter key the API does not recognize does not fail the request, it widens it. Such keys come back in the result's ignored list, with did_you_mean when only the grammatical number was wrong. search reports it alongside total; facets and market_fit answer a single object, so they wrap it as {data, ignored} — and only then, leaving a clean call's shape untouched. Any number from a result carrying ignored answers a broader question than the one asked — retry with the suggested name before reporting it.

Descriptions. search reads the API's agent endpoint, so every hit already carries the posting's full description rendered as markdown — a host can screen a result set without a job call per hit. Descriptions are long, so keep limit modest.

The evidence rule. Every achievement in the bank records who asserted it. cv_import, stated_in_chat and manual mean the candidate did, and may be cited on a CV; agent_inferred means a model read it into the record, and may not. cv_edit refuses any claim about the candidate without an evidence_id pointing at a citable one, which is why experience_list is the tool that makes cv_edit usable at all.

Correcting an achievement does not move that label: an agent_inferred one stays uncitable however it is reworded. The only way it becomes citable is to ask the candidate, then record what they say with experience_add_achievement.

Removing is final — the bank has no undo. A place must be emptied before it can go, because deleting one would take every achievement under it. Folding two achievements into one, keeping the numbers from both, is on the site.

Each tool returns the raw API data as JSON text; an API error becomes an isError result carrying the HTTP status (a 401 adds an auth hint).

Develop

npm install
npm test        # vitest: config, client (mock server), facets, tool dispatch
npm run build   # tsc → dist/

License

MIT — see LICENSE. The freehire backend and CLI are MIT too.