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Ravio MCP

Your AI assistant, empowered with reliable compensation data

How does New York compare to London for product designers?
Called find_job_positions from Ravio"Product Designer" → Product Design - All
Called find_benchmarking_locations from Ravio"New York" → US Tier 1 · "London"
Called get_company_pay_overview from Raviocompensation philosophy → target P50, all companies
Called get_benchmarks from RavioUS Tier 1 · P3 · USD · annual
Called get_benchmarks from RavioUS Tier 1 · P3 · GBP · annual · Ravio currency conversion
Called get_benchmarks from RavioLondon · P3 · GBP · annual
Worked for 15s

According to Ravio, a Product Designer at the P3 level earns $137,900 at P50 in New York, which is £102,800, against £69,300 in London, so 48% more. The New York benchmark is Ravio's US Tier 1 market, which covers New York, San Francisco and the other top-paying US metros.

New York
London
PercentileNew York (USD)New York (GBP)LondonNY vs London
P25$120,400£89,700£61,900+44.9%
P50 · your target$137,900£102,800£69,300+48.3%
P75$155,800£116,100£76,200+52.4%

Live Ravio benchmarks, Nov 2026, pulled in USD and GBP. Data confidence: Strong (US Tier 1), Exceptional (London).

All your tools, one conversation

Every tool gets better with Ravio in the conversation

Add Ravio to the conversation and every pay question your HRIS, docs or Slack throw up gets answered with reliable, live market insights.

  • Your HRISRavio connected

    Who hasn't had a pay rise in two years?

    …and how far from market are they now?

  • NotionRavio connected

    Here's our new comp philosophy. What has to change in Ravio?

    …turn P60 for Engineering into a band scenario, ready to review.

  • Your presentationRavio connected

    Build the comp review slides for the leadership team.

    …with the published band scenario and the cost to reach market target.

  • SlackRavio connected

    Can we give my senior engineer a pay rise?

    …check their band placement and market position before you reply.

  • GranolaRavio connected

    From today's 1:1 notes: Agreed to look at her pay before the next cycle.

    …here's her band placement and market position, ready for the follow-up.

  • Your ATSRavio connected

    List the offers we made this quarter.

    …and which ones landed below the market P50 for the role.

Security & permissions

Compensation data, handled with care

The Ravio MCP doesn't unlock anything new. Each person gets exactly what they can already see in Ravio, and admins can narrow that further.

  • Your login, your permissions

    Everyone signs in with their own Ravio account and sees only what they already can.

  • Admins decide which tools

    Allow, require approval for, or block any tool.

  • Edits confirm first

    Any tool that changes your Ravio data checks with you before it acts.

  • Clear about where data goes

    Benchmarks are aggregated and anonymised. Ravio is GDPR compliant and hosted in London, which holds an EU adequacy decision. Prompts and answers go to your AI provider, under their terms.

Get connected

How to connect to the Ravio MCP

Connected in minutes, no engineering required.

Read the full set-up guide
  1. Step 1

    Add Ravio MCP

    Ask your AI assistant's admin to add Ravio MCP*. The message below gives them everything they need.

  2. Step 2

    Individual sign-in

    Each person connects with their own Ravio login, so their permissions carry across unchanged.

  3. Step 3

    Ask anything

    That's it! Your assistant now answers pay questions with live Ravio benchmarks, pay data and bands.

*Ravio MCP may need to be enabled in your Ravio account by your Customer Success Manager. Find out more on the Help Centre.

Tool library

Every tool at your fingertips

Benchmarks, your own pay data, bands and the market trends behind them, all reachable from your assistant.

Tools
54
View
32
Edit, with Confirmation
22
Area
Tool
What it returns
Type
Explore the market
Explore the market
find_job_positions
Ravio's job taxonomy: function, title and specialism, by free-text search.
View
Explore the market
find_benchmarking_locations
The locations Ravio benchmarks in, with benefits and pay equity coverage.
View
Explore the market
list_market_segments
The market segments you can scope benchmarks by, with participating companies.
View
Explore the market
get_benchmarks
Market pay benchmarks for a role and location, by level, currency and period, with your company median alongside.
View
Explore the market
get_benchmark_sample_sizes
How much market data sits behind a benchmark.
View
Explore the market
get_benchmark_coverage
Which levels have base, variable and total cash data for a role and location.
View
Explore the market
explain_benchmark_differential
The base location and rates behind a differentials benchmark.
View
Explore the market
list_ravio_levels
Ravio's four career tracks and 18 levels, with the scope of each.
View
Explore the market
list_base_salary_location_differentials
Country and city base-salary rates against your base location.
View
Explore the market
list_data_confidence_levels
Ravio's confidence labels, how they rank and how each benchmark type is produced.
View
Explore the market
get_equity_taxation
A country's equity tax guide, from grant to sale.
View
Explore the market
calculate_vesting_schedule
A calculated vesting schedule, plus how common each frequency is in Europe.
View
Explore the market
calculate_equity_upside
A grant's value today and at exit, before and after tax.
View
Explore the market
list_market_gender_pay_gaps
The market's share of women and median gender pay gap, by function or level.
View
Explore the market
list_market_age_pay_gaps
Representation and pay against the median across five age bands.
View
Explore the market
get_workforce_analytics
How the market's workforce splits by job family or track, beside your own.
View
Explore the market
get_market_trends
How the market is moving: pay rises, hiring and attrition, against the period before.
View
Explore the market
list_benefits_submission_countries
Your countries with benefits data to compare against the market.
View
Explore the market
list_benefit_sections
The benefit categories Ravio reports for a country.
View
Explore the market
get_market_benefits
The share of companies offering each benefit in a country, beside your own.
View
Analyse your company
Analyse your company
get_company_pay_overview
Your base salary against market or against your bands, overall or by group.
View
Analyse your company
get_company_pay_equity
Your gender pay gap and age spread, overall or by group. Employee personal data.
View
Analyse your company
list_employees
Each employee's role, pay, market position, band placement and equal-value category. Employee personal data.
View
Analyse your company
set_job_title_ravio_mapping
Maps your job titles to Ravio's taxonomy.
Edit
Analyse your company
set_employee_ravio_mapping
Maps an employee to a Ravio role and level.
Edit
Analyse your company
set_internal_level_mapping
Maps your HRIS levels to your own level framework, which moves those employees' bands and benchmarks.
Edit
Analyse your company
set_gender_pay_gap_default
Sets your default gender pay gap calculation.
Edit
Bands
Bands
list_band_scenarios
Your band scenarios.
View
Bands
list_band_groups
Your band groups.
View
Bands
list_band_locations
Your band locations.
View
Bands
list_band_levels
The levels in your band structure.
View
Bands
get_bands
Your bands against market targets, for any location or segment, with headcount and compa ratio.
View
Bands
get_band_issues
Gaps and problems in your band setup.
View
Bands
explain_band_market_target
How a band's market target was built up.
View
Bands
get_bands_employee_distribution
Where employees sit against their bands, and the cost to bring them to minimum. Employee personal data.
View
Bands
create_scenario
Creates a band scenario.
Edit
Bands
update_scenario_name
Renames a scenario.
Edit
Bands
publish_scenario
Publishes a scenario, making it live.
Edit
Bands
delete_scenario
Deletes a scenario.
Edit
Bands
create_band_group
Creates a band group.
Edit
Bands
update_band_group
Updates a band group.
Edit
Bands
delete_band_group
Deletes a band group and every band in it.
Edit
Bands
add_job_titles_to_band_group
Adds job titles to a band group.
Edit
Bands
create_band_location
Creates a band location.
Edit
Bands
update_band_location
Updates a band location.
Edit
Bands
delete_band_location
Deletes a band location.
Edit
Bands
add_geographical_location_to_band_location
Adds a geographical location to a band location.
Edit
Bands
update_band_location_benchmarks
Updates the benchmarks a band location uses.
Edit
Bands
set_band_ranges
Sets the ranges on your bands.
Edit
Bands
set_variable_bands
Sets your variable pay bands.
Edit
Bands
delete_bands
Deletes bands.
Edit
Bands
create_bands_from_market
Builds bands from market data, and resets any existing bands in the selection to market.
Edit
Bands
refresh_bands_to_market
Brings existing bands back in line with the market, and fills in any that are missing.
Edit
Skills
Skills
get_skill
Loads Ravio's instructions for specific tasks, such as mapping your job titles to Ravio.
View

FAQs

Questions about the Ravio MCP

Check out some commonly asked questions or head over to our Help Centre

MCP stands for Model Context Protocol, the open standard that lets AI assistants like Claude and ChatGPT securely use another product's data and tools. The Ravio MCP is Ravio made available to your assistant: it asks Ravio the question, Ravio answers from your account, and the assistant writes it up. Nothing to install, nothing to export.

Claude, Gemini and ChatGPT today, where an owner adds the Ravio connector for the whole workspace. Copilot isn't supported yet. We're expanding the assistants we support all the time, so if yours isn't listed, tell your CSM.

No. Each person signs in with their own Ravio login, and the assistant inherits exactly their permissions. Market benchmarks are aggregated and anonymised, and nobody sees another company's submissions.

Your prompt, and the data the Ravio tools return to answer it. The assistant calls app.ravio.com over an encrypted connection, Ravio answers from your own tenant, and Ravio sends nothing anywhere else: our services run in London (europe-west2), which holds an EU adequacy decision, so EU customer data can lawfully be processed there, and the Ravio MCP talks to no third-party service. Ravio is GDPR compliant, and the connector changes nothing about how Ravio processes your data. What the assistant does with that answer is governed by your AI provider's enterprise terms, exactly as for anything else you put into it. Market benchmarks are aggregated and anonymised. The Bands and Analyse your company tools return employee-level pay data, so if you'd rather that never left Ravio, your admin can block those tools and keep the connector read-only.

Yes. Your Claude or ChatGPT owner can block the write and delete group, or any individual tool. You can also block the Bands and Analyse your company tools if you'd rather employee-level data didn't leave Ravio.

Some tools return 'available: false' with a reason rather than an error. The most common reason is that your company hasn't submitted the data that benchmark needs, so variable and equity benchmarks stay withheld until you do. Ask the assistant for the reason it was given.