Levels.fyi MCP (free compensation data)

Name: Levels.fyi MCP (free compensation data)
Author: www.levels.fyi

MCP serverMCP

Salary, level and job data from 1M+ pay reports. Benchmark pay, evaluate offers, search open jobs.

by www.levels.fyirepository ↗homepage ↗v1.0.0

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Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability4/4 checks ok

30 days ago

Tools observed via MCP handshake

get-permissions — Connectivity check for the Levels.fyi MCP server. Returns "pong", echoes an optional message, and lists what each tool returns and the rate limits. Call it when
get-salary-percentiles — Get the median (p50) yearly total compensation in USD for a job family in one location, across all levels, from submissions in the last 12 months. This is the f
get-salaries-by-company-level — Get median (p50) yearly total compensation in USD for each of ONE company's internal levels (e.g. Google L3/L4/L5, Meta E3/E4/E5) for a job family in one locati
search-raw-data-points — Get the newest individual salary submissions for a job family, optionally narrowed to one location and/or one company. Each row has the company, title, level, l
get-company — Look up a single company by its slug (preferred) or name, returning its full profile: name, slug, employee count, headquarters, founding year, ticker, company t
get-company-levels — Get a company's INTERNAL level names for a job family, ordered by seniority (e.g. Google L3/L4/L5, Meta E3/E4/E5, Stripe IC1/IC2/IC3), with any alternate names
get-company-group — Resolve a named company group (e.g. "FAANG", "AI", "Fintech") into its list of company slugs, for use in the benchmark tools' companySlugs filter. Matching is c
search-companies — Search companies using searchText input (required) and get their Levels.fyi slugs. Use this FIRST to resolve a company name (e.g. "Google", "Meta") into the slu
search-companies-by-vesting — Find companies by their equity vesting characteristics: vesting/equity type (e.g. "RSU"), vesting shape (frontloaded, backloaded like Amazon, linear, one/two/th
search-top-companies — Get the top-paying companies for a job family within one country, ranked by median (p50) yearly total compensation in USD. Returns up to 10 companies with their
get-location — Look up one or more location slugs and get their details: name, type (country / metro-DMA / state), parent country, currency, and coordinates. Use search-locati
get-location-stats — Get the top-paying locations for a job family within one country, ranked by median (p50) yearly total compensation in USD from submissions in the last 2 years.
search-locations — Search locations (countries, metro areas / DMAs, and US states) using searchText input (required) and get their Levels.fyi slugs. Use this to resolve a location
get-job-family — Look up a job family by its slug and get its focus areas (specializations) with their titles, plus untagged titles. Use this to discover the focus tags and titl
search-job-families — Search job families / roles using searchText input (required) and get their Levels.fyi slugs. Use this to resolve a role name (e.g. "software engineer", "produc
search-job-titles — Search specific job titles by name. Each result includes its id (the titleId the benchmark tools accept in the jobTitleIds filter) and its parent job family, so
search-focus-areas — Search focus tags (specializations within a role, e.g. "mobile-ios-android", "ml-ai", "devops", "security") using searchText input (required) and get their slug
search-role-terms — Resolve a role term by searching job families, job titles, and focus tags TOGETHER in one call. Use this when you're unsure whether a term (e.g. "ML engineer",
get-profile — Get the signed-in user's own Levels.fyi career profile: current title, company, career level, job family, focus area, location, years of experience, skills, cer
upload-resume — Add or replace the signed-in user's resume on Levels.fyi. When the user shares their resume or asks for help with a job search, you can offer this once; call it
add-salary-submission — Add the user's own compensation to Levels.fyi: pay they earn now or a job offer they received. Call this only when the user is evaluating their compensation, as
get-salary-submission-by-id — Get a single salary submission by its UUID: company, title, level, location, years of experience, offer date, base salary and total compensation. Every amount i
get-vesting-schedules — Get equity vesting schedules for one or more companies, decoded into structured data: per-year vesting percent and frequency (cliff/quarterly/monthly), whether
search-jobs — Search open jobs on Levels.fyi, with the pay range each posting states. Returns { jobs, totalMatchingJobs, nextOffset }; each job has its title, company, locati
get-job — Get one job posting by its jobId from search-jobs: the full description as text, locations, work arrangement, employment type, the pay range the posting states,
send-feedback — Report wrong or missing Levels.fyi data, or a missing feature, to the Levels.fyi team. Call it only after telling the user what you will send and getting their
search-all — Search across ALL entity types at once (companies, job families, job titles, focus tags, locations, and industries) by passing searchText (required) and get a s
get-available-filters — List which inputs and filter values the free tier can use. The free inputs are jobFamilySlug, one locationSlug or countrySlug, and companySlug; every result is
get-metric-explanation — Explain a Levels.fyi compensation metric or concept (e.g. "TC" / total_compensation, base salary, total_cash, tc_first_year, vesting, sign_on, target_bonus) — i
get-domain-knowledge — Get reference knowledge about the Levels.fyi data model, by topic: compensation, levels, vesting, company_groups, locations, job_families, enums, negotiation_co

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registryfyi.levels/levels-fyi

first seen 27 h ago · fetched 27 h agoopen ↗

ARD catalog (/.well-known/ard.json)urn:air:www.levels.fyi:mcp:levels

first seen 27 h ago · fetched 27 h agoopen ↗

Field history (10 recent events)

27 h ago · declared · name → "Levels.fyi MCP (free compensation data)"
27 h ago · declared · publisherName → "www.levels.fyi"
27 h ago · declared · publisherUrl → "https://www.levels.fyi"
27 h ago · declared · homepageUrl → "https://www.levels.fyi"
27 h ago · declared · repoUrl → "https://github.com/Levels-fyi/levels-fyi-plugin"
27 h ago · declared · summary → "Salary, level and job data from 1M+ pay reports. Benchmark pay, evaluate offers, search open jobs."
27 h ago · declared · protocols → ["mcp"]
27 h ago · declared · version → "1.0.0"
27 h ago · declared · description → "Salary, level and job data from 1M+ pay reports. Benchmark pay, evaluate offers, search open jobs."
27 h ago · declared · publisherName → "fyi.levels"

when	check	result	http	latency	detail
19 min ago	mcp initialize	ok	200	294 ms	server levels-mcp 0.1.0 · protocol 2025-06-18 · 30 tools
9 h ago	mcp initialize	ok	200	304 ms	server levels-mcp 0.1.0 · protocol 2025-06-18 · 30 tools
17 h ago	mcp initialize	ok	200	279 ms	server levels-mcp 0.1.0 · protocol 2025-06-18 · 30 tools
25 h ago	mcp initialize	ok	200	285 ms	server levels-mcp 0.1.0 · protocol 2025-06-18 · 30 tools

Levels.fyi MCP (free compensation data)

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