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NewMCP server and API for AI agents

Give your agent compensation superpowers

Real-time pay data by company, level and location, for your AI agents and your comp team.

Works with Claude, ChatGPT and Cursor.

Your agentLevels.fyi MCP

We're hiring a senior software engineer in Chicago. What should we offer?

Checked Levels.fyi data

Offer around

$206K

That's the Chicago median.

Levels.fyi submissionslast 12 months

Trusted by compensation leaders at

  • OpenAI
  • Airbnb
  • DoorDash
  • Netflix
  • Datadog
  • Bloomberg
  • ByteDance
  • Palantir
  • Arm
  • Thomson Reuters
  • Coupang
  • Sunrun
  • Inworld
  • Amazon
  • Tesla
  • Broadcom
  • Walmart
  • Carvana
  • Niantic Spatial
  • Capital One
  • Atoms
  • Twilio
  • Hopper
Live market
New data points every day
compensation
data points
1M+
companies with
fresh data
2,100+
job ladders
mapped
8,500+
in pay packages
reported
$170B+

Customers

Comp and talent teams close offers with Levels.fyi

  • Twilio
    “Levels.fyi has proven to be invaluable to us for its real-time, on-demand, robust data.”

    Michelle NelsonVP, Global Total Rewards · Twilio

  • Hopper
    “The high data granularity enables us to narrow down the reference set to the competition and effectively close top talent candidates.”

    Slavik PermyakovPeople Analytics · Hopper

  • Bloomberg
    “The ability to quickly access live compensation data enables us to identify not only competitors in any region but our standing in the market.”

    Tom WrightGlobal Team Lead, Engineering Recruitment · Bloomberg

  • Postmates
    “After leveraging the platform and rebuilding our compensation bands and leveling framework, we have been able to greatly increase our ability to close top in class technical talent.”

    Pete LawsonVP, Talent Acquisition · Postmates (now Uber)

Benchmark

Real-time percentiles for any role, level and market

Pick a peer group, compare it with the market and export bands by level.

  • Peer groups down to a single company
  • Our leveling framework or your own
  • Export to Google Sheets and Excel
Software EngineerUnited StatesLast 12 monthsAll companiesUpdated today
US software engineer total compensation by level, last 12 months
Levelp25p50p75p90p10 to p90
L1Entry$103K$144K$187K$220K
L2Mid$146K$200K$268K$324K
L3Senior$195K$283K$395K$494K
L4Staff$220K$350K$550K$728K

Levels.fyi submissions · last 12 months

Pricing

Plans for every stage of your comp program

Set pay bands against current market data. No data submission required.

Save 20% on Plus

Premium and Enterprise bill annually. Buy online, no sales call needed.

Compare Levels.fyi data plans

Compare plans

Every plan includes the benchmark tool.

PlusPremiumHighest valueEnterprise

Market percentiles for a lean comp or recruiting team.

Custom peer groups, raw data points and competitive intelligence.

MCP and API access, Data Explorer and 15 months of Data Stream history.

$800/ mo

$2,000/ mo

$4,000/ mo

Billed at $9,600 / yr

Annual commitment

Annual commitment

Includes Interactive Offers, GrowthIncludes Interactive Offers, ScaleIncludes Interactive Offers, Enterprise
Buy now

Annual plan only. Switch to annual billing to buy online.

Annual plan only. Switch to annual billing to buy online.

Annual plan only. Switch to annual billing to buy online.

Benchmarking
Real-time compensation percentiles by title and locationIncludedIncludedIncluded
Export percentile data broken down by levelIncludedIncludedIncluded
View salaries by Levels.fyi's standard leveling frameworkIncludedIncludedIncluded
Custom peer cuts and single-company filtersNot includedIncludedIncluded
View salaries by your company's leveling frameworkNot includedIncludedIncluded
View salaries by other companies' leveling frameworksNot includedNot includedIncluded
Custom total compensation formulasNot includedNot includedIncluded
Data access
Data Stream historic dataNot included3 months15 months
Individual data point granularityNot includedIncludedIncluded
Metadata text searchNot includedNot includedIncluded
MCP / API access to Data StreamNot includedNot includedIncluded
Data Explorer AI analyst, on the web and in SlackNot includedNot includedIncluded
Intelligence and support
Competitive intelligence dossiers on company total rewards practicesNot includedIncludedIncluded
Data scientist for custom reports and analysisNot includedIncludedDedicated
Dedicated enterprise-level supportNot includedNot includedIncluded
Early feature accessNot includedNot includedIncluded
Seats
LicensesUp to 2Up to 8Up to 15

Plus

Market percentiles for a lean comp or recruiting team.

$800/ mo

Billed at $9,600 / yr

Includes Interactive Offers, Growth
Buy now

Annual plan only. Switch to annual billing to buy online.

  • Access to real-time compensation percentiles by title and location
  • Export percentile data broken down by level
  • View salaries by Levels.fyi's standard leveling framework
  • Up to 2 licenses

Premium

Custom peer groups, raw data points and competitive intelligence.

$2,000/ mo

Annual commitment

Includes Interactive Offers, Scale

Annual plan only. Switch to annual billing to buy online.

  • Everything in Plus
  • Data Stream with 3 months of historic data
  • Access to custom peer cuts and single-company filters
  • Individual data point granularity
  • View salaries by your company's leveling framework
  • Competitive intelligence dossiers on company total rewards practices
  • Data scientist for custom reports and analysis
  • Up to 8 licenses

Enterprise

Highest value

MCP and API access, Data Explorer and 15 months of Data Stream history.

$4,000/ mo

Annual commitment

Includes Interactive Offers, Enterprise

Annual plan only. Switch to annual billing to buy online.

  • Everything in Premium
  • Data Stream with 15 months of historic data
  • MCP / API access to Data Stream
  • Data Explorer AI analyst, on the web and in Slack
  • Custom total compensation formulas
  • Metadata text search
  • View salaries by other companies' leveling frameworks
  • Early feature access
  • Dedicated data scientist for custom reports and analysis
  • Dedicated enterprise-level support
  • Up to 15 licenses

Historical data

Buy trailing data

The last 6, 12 or 24 months of data points in one spreadsheet. Custom slices go up to 3 years back.

Academic or institutional research? Contact us

Data Explorer

Ask anything about pay. Get the chart.

An AI analyst that runs on the same data as the benchmark tool.

  • Charts with the table behind them
  • Answers in Slack too

Included in Enterprise

Data ExplorerLevels.fyi data
Top-paying companies for senior engineers
  1. Picked the cut
  2. Ran the query
  3. Drew the chart

Top-paying companies · senior software engineers · US

  1. Netflix$525K
  2. Meta$463K
  3. LinkedIn$440K
  4. Uber$433K
  5. ByteDance$430K
  6. Stripe$427K

Median total comp

Competitive intelligence

Know how competitors pay before your candidates tell you

Dossiers on how a company pays, from comp philosophy to offer behavior.

  • Cited sources for each claim
  • A confidence rating on every finding
  • A benchmarking implication per section

Included in Premium and Enterprise

Competitive intelligence dossier

Northwind Labs

Updated this monthIllustrative dossier
01Comp philosophyHigh confidence

Targets p75 for research roles and p60 for go-to-market.[4][9]

02Equity and refreshersMedium confidence

Four-year grants, one-year cliff. Refreshers go mostly to top performers.[12]

03Offer behaviorLow confidence

Matches competing cash offers within about 10%, rarely equity.[21]

Benchmarking implicationLead with equity for senior researchers. A cash match rarely moves them.

Slack

Data Explorer, right in Slack

Mention @Levels.fyi and it answers in the thread with the numbers and a chart.

  • Works in DMs and invited channels
  • One admin turns it on for the workspace

Included in Enterprise

AI answers can be inaccurate, so treat them as a starting point.

# offers-engIllustrative thread
MR
Maya Rodriguez

@Levels.fyi where does a $330K offer land for a senior engineer in Seattle?

Levels.fyiApp

Senior software engineers · Seattle · last 12 months

p25
$260K
p50
$345K
p75
$420K
Offer $330K

A $330K offer lands around the 46th percentile, just under the $345K median.

Open in Data Explorer
JL
Jordan Lee

Perfect. Sending this to the hiring manager.

Agents and API

Your agents, now fluent in comp

Connect the Levels.fyi MCP server to Claude, ChatGPT, Cursor or your own agent.

  • Filter by company, title and skill
  • Filter by funding stage, valuation or new offers
  • The same data your comp team uses

Included in Enterprise

mcp.json
{
  "mcpServers": {
    "levels-fyi": {
      "type": "http",
      "url": "https://mcp.levels.fyi/comp-benchmark"
    }
  }
}
  1. 1Add the server URL to Claude, ChatGPT, Cursor or your own agent
  2. 2Sign in with your Levels.fyi account
  3. 3Ask in plain English

Tools your agent gets 40

  • get-salary-percentiles
  • get-new-salary-submission-percentiles
  • get-new-salary-submission-equity
  • get-company-comparison
  • get-company-pay-ladder
  • get-company-levels

Plus 34 more.

REST API and CLI access are available on request.

Data ExplorerLevels.fyi data
Top-paying companies for senior engineers
  1. Picked the cut
  2. Ran the query
  3. Drew the chart

Top-paying companies · senior software engineers · US

  1. Netflix$525K
  2. Meta$463K
  3. LinkedIn$440K
  4. Uber$433K
  5. ByteDance$430K
  6. Stripe$427K

Median total comp

Competitive intelligence dossier

Northwind Labs

Updated this monthIllustrative dossier
01Comp philosophyHigh confidence

Targets p75 for research roles and p60 for go-to-market.[4][9]

02Equity and refreshersMedium confidence

Four-year grants, one-year cliff. Refreshers go mostly to top performers.[12]

03Offer behaviorLow confidence

Matches competing cash offers within about 10%, rarely equity.[21]

Benchmarking implicationLead with equity for senior researchers. A cash match rarely moves them.
# offers-engIllustrative thread
MR
Maya Rodriguez

@Levels.fyi where does a $330K offer land for a senior engineer in Seattle?

Levels.fyiApp

Senior software engineers · Seattle · last 12 months

p25
$260K
p50
$345K
p75
$420K
Offer $330K

A $330K offer lands around the 46th percentile, just under the $345K median.

Open in Data Explorer
JL
Jordan Lee

Perfect. Sending this to the hiring manager.

mcp.json
{
  "mcpServers": {
    "levels-fyi": {
      "type": "http",
      "url": "https://mcp.levels.fyi/comp-benchmark"
    }
  }
}
  1. 1Add the server URL to Claude, ChatGPT, Cursor or your own agent
  2. 2Sign in with your Levels.fyi account
  3. 3Ask in plain English

Tools your agent gets 40

  • get-salary-percentiles
  • get-new-salary-submission-percentiles
  • get-new-salary-submission-equity
  • get-company-comparison
  • get-company-pay-ladder
  • get-company-levels

Plus 34 more.

REST API and CLI access are available on request.

Why Levels.fyi

Why teams choose Levels.fyi data

  • Latest data

    New data points every day, so percentiles stay current.

  • Skill-based

    Cut pay by company, level, location, skills and company size.

  • Independent by design

    We don't collect pay data from employers, and we have never accepted payment to adjust leveling or salary numbers.

Methodology

How we verify the data

The more proof behind a data point, the more weight it carries.

  1. Tier 1Most weight

    Proof documents

    We extract the numbers and our team checks them against the submission, field by field.

    • Offer letters
    • Tax documents (W-2s)
    • Pay stubs
  2. Tier 2More weight

    Accounts and verified work emails

    Accounts show a contributor's history. A verified work email adds weight for that company.

    • Account history
    • Verified corporate email
  3. Tier 3Screened

    Anonymous submissions

    The more data a company, role, level or location has, the tighter the checks.

    • Basic validation
    • Anomaly detection
    • Team review of flagged data
Verify dataSample offer letter
  • Base salarySubmitted$212KExtracted$212K
  • BonusSubmitted$31.8KExtracted$31.8K
  • RSUSubmitted$90K / yrExtracted$360Kover 4 years
  • OptionsNot in this offer
  • VestingSubmitted40 / 30 / 20 / 10Extracted40 / 30 / 20 / 10
  • Sign-onSubmitted$40KExtracted$40K

Verified All 5 submitted fields match the offer letter

What a document check looks like

  • Flags after publishing

    Members can flag a published data point. Enough flags send it back for review.

  • Cleaned and normalized

    We remove spam and duplicates. Where a company has no mapped ladder, we estimate level from experience.

Sample data

See the raw data before you buy

Browse a real extract of the Data Stream, one data point per row.

Levels.fyi Data StreamSample extract
A page of the Levels.fyi sample data sheet with dates, companies, roles, locations and payOpen the full sample

Research

Supporting academic and institutional research

Universities and institutions use Levels.fyi data to study pay and market trends.

FAQ

Your questions, answered

Talk to our team about your roles, markets and the plan that fits.

See pricing

Data points backed by offer letters, tax documents or pay stubs carry the most weight, then verified work emails. Anonymous submissions are screened, and our team reviews anything flagged. A good test is to check your own company's data.

The site shows raw data. Subscriptions add the benchmark tool, with data normalized across companies. Premium and Enterprise add the Data Stream, a sheet of individual data points with a Skill Index to compare seniority.

Yes. Enterprise includes MCP and API access to the Data Stream, so Claude, ChatGPT, Cursor or your own agents can use the same data as your comp team.

Every plan includes the benchmark tool. Premium and Enterprise add the Data Stream, a shared Google Sheet with 3 or 15 months of history that refreshes daily from your purchase date. It exports to Excel.

Yes. Add the Levels.fyi app and mention @Levels.fyi in a direct message or an invited channel. An admin with Data Explorer access turns it on. AI answers can be inaccurate, so treat them as a starting point.

No. On Premium and Enterprise you can build your own peer groups, filter down to a single company and see the individual data points behind them.

No, you don't have to contribute your data to receive access.

Employers see the same data you see on our site, in the format they need. Data points stay anonymous, and this revenue helps fund Levels.fyi.