com.magnificentjobs/jobs

repo:https://github.com/adanrott/magnificent-jobs-plugin

Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only.

transport:: remote
credential class:: unreachable
repo:: https://github.com/AdanRott/magnificent-jobs-plugin

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Tools

find_cities
Look up US cities that currently have jobs (prefix match), with job counts. Use when a city name is ambiguous or you need the exact spelling before search_jobs.
shallow
get_job
Full details for one job by slug: description, apply link, salary, skills, benefits, employer info.
shallow
list_states
US states with the number of live jobs in each.
shallow
search_jobs
Search live job postings in the United States (US only — no other countries) by meaning (embedding similarity against the postings). YOU write the expanded query — it is embedded as-is, with no server-side rewriting — so always send `query` in this shape: "<Full job title>. <One sentence of what the role does; 3-5 key skills/tools>." NO ABBREVIATIONS anywhere in the query — spell everything out (ML → machine learning, AI → artificial intelligence, RN → registered nurse, SWE → software engineer, QA → quality assurance, PM → product manager, CDL → commercial driver's license, EMT → emergency medical technician, etc.) and keep the user's qualifiers (seniority, shift, domain). Example: user says 'ML eng jobs' → query 'Machine Learning Engineer. Builds, trains and deploys machine learning models; Python, PyTorch, MLOps, data pipelines.' Optionally add `city` (results within radius_miles of that city, ranked by relevance) and/or `state`. Without a city, ranks across the state or nationwide. Returns job cards with a `url` to show the user; call get_job for details.
shallow

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