freehire.me: search 3.3M+ IT jobs from 294K company boards, track applications, tailor CVs.
freehire.me Freehire MCP Server (me.freehire/freehire)
This MCP server exposes the freehire.me job API to any MCP host. It provides job search, filtering, and application tracking for IT roles sourced from company career boards. It uses a personal API key for authentication and normalizes postings into a unified schema with metadata such as stack, seniority, region, and work mode.
๐ ๏ธ Key Features
MCP server for the freehire.me job API
Search and filter IT jobs without using a browser
Track applications
Authenticate with a personal API key
Normalize postings into one schema
Tag jobs by stack, seniority, region, and work mode
๐ Use Cases
Finding IT jobs from a single aggregated source
Reviewing roles by stack, seniority, region, and work mode
Managing an application workflow via MCP-hosted tooling
โก Developer Benefits
Compatible with MCP hosts (e.g., Claude Desktop, Claude Code, or compatible agents)
Unified schema over crawled company career board postings
Works across 3.3M+ open roles from 294K companies
โ ๏ธ Limitations
Description provided only covers job search/filtering and application tracking; no other tools or interfaces are specified in the provided data.
An MCP server over the freehire
job API. It lets any MCP host โ Claude Desktop, Claude Code, or a compatible agent โ
search, filter, and apply to IT jobs without a browser, authenticating with a
personal API key. Postings are crawled straight from company career boards โ 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 โ the host runs it via npx. Add it to your host's MCP
configuration (Claude Desktop โ Settings โ Developer โ Edit config, or
~/.claude.json for Claude Code):
Create the fhk_โฆ key in the web app (freehire.me โ account menu โ API keys).
If you already use the freehire CLI (freehire auth login), you can omit env โ
the server reads the same ~/.freehire/creds.json.
Authentication
The token and API base URL resolve with precedence
env โ ~/.freehire/creds.json โ default https://freehire.me:
The server only reads the credentials file (it never writes it โ 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.
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 โ 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 โ where โ 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} โ 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 โ 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 โ 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 โ 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).
MIT โ see LICENSE. The freehire backend and CLI are MIT too.
Install
Configuration
Environment variables
FREEHIRE_TOKENsecret
A freehire personal API key (freehire.me -> account menu -> API keys). Optional: if omitted, the server reads the key the freehire CLI stored in ~/.freehire/creds.json.
FREEHIRE_API_URLdefault https://freehire.me
Override the API base URL. Defaults to https://freehire.me.