{"name":"io.github.atlasbyauro/fairsession","slug":"atlasbyauro-fairsession","title":null,"description":"Live healthcare pay data: advertised ranges by role/state/city, offer checks, transparency scores.","url":"https://mcp.market/server/atlasbyauro-fairsession","rating":null,"grade":"C","score":57,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":8,"stars":null,"forks":null,"downloads_week":null,"last_push_at":null,"license":null},"uptime":{"percent":100,"checks":6,"ok":6,"last_checked_at":"2026-09-20T22:01:26.786Z","last_ok_at":"2026-09-20T22:01:26.786Z","latency_ms":52},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/atlasbyauro/datafactory","website":"https://fairsession.com","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://fairsession.com/mcp"}],"packages":[],"tools":[{"name":"check_offer","description":"Where a specific job offer sits against advertised pay for a role in a state: percentile vs live posting ranges, with an honest fallback to national data when the state sample is under 25 disclosed postings. Advertised ranges are not settled offers.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"role":{"type":"string","description":"Role, e.g. 'RN', 'BCBA'"},"state":{"type":"string","description":"Two-letter US state code"},"basis":{"type":"string","enum":["hourly","annual"],"description":"Pay basis of the offer"},"amount":{"type":"number","description":"Offer amount, e.g. 42.5 (hourly) or 78000 (annual)"}},"required":["role","state","basis","amount"]}},{"name":"get_employer_score","description":"An employer's Pay Transparency Score: the percentage of its active postings that state pay, computed weekly from its own public career board. Includes posting counts and advertised ranges by role. Scores cannot be bought.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"employer":{"type":"string","description":"Employer name, e.g. 'Mount Sinai'"}},"required":["employer"]}},{"name":"get_pay_range","description":"Advertised pay range for a healthcare role in a US state, computed weekly from employers' own live job postings (never surveys). Returns hourly and salary ranges separately, sample sizes, city-level ranges where available, and honest labels when data is thin.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"role":{"type":"string","description":"Role, e.g. 'RN', 'BCBA', 'physical therapist', 'financial analyst'"},"state":{"type":"string","description":"Two-letter US state code, e.g. NY"}},"required":["role","state"]}},{"name":"list_employers","description":"All employers Fair Session currently tracks and scores, with Transparency Scores, plus the identified-but-not-yet-ingested pipeline.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}}],"scan":{"score":57,"grade":"C","scanned_at":"2026-09-20T16:19:24.609Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-20T16:19:24.554Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 477ms"]},"poisoning":{"score":15,"max":15,"notes":["4 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 1 write-action tools with no auth"]},"maintenance":{"score":3,"max":15,"notes":["repository not readable: repo not found"]},"identity":{"score":2,"max":10,"notes":["no repository or website to verify"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://fairsession.com/mcp","reachable":true,"authRequired":false,"latencyMs":477,"serverInfo":{"name":"fair-session","version":"1.0.0"}}],"packages":[],"repo":{"found":false,"owner":"atlasbyauro","repo":"datafactory","error":"repo not found"},"icon":{"url":"https://fairsession.com/favicon.svg?v=3","source":"site"},"presence":{"stars":null,"forks":null,"downloadsWeek":null,"license":null,"lastPushAt":null,"score":8}}}},"grade_history":[],"reviews":[]}