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Geo-Parity

REMOTE · GEO-PARITY.COM · SCANNED SEP 21

Cost of living, fair global pay, healthcare costs, nomad visas and tax residency. Free, no key.

Available components

+5 this week 87 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security83
Transport & Reachability100
Schema Quality & AI Usability85
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 18248 tokens (~276/item across 66 items; 62 tools + 4 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Tools include usage examples.Pass
Stability & Change Management87
  • Stability observed for 26 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage98
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 92% of tool parameters carry a description.Partial
  • Structured output schemas are declared (98% of tools); any adoption earns full credit.Pass
Tool Safety75
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 0 of 2 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "compare_occupation_pay" implies "pay" and declares readOnlyHint instead, contradicting what its own name says it does. See how to fix → Fail
  • An AI judge read all 64 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Install

How do I install the Geo-Parity MCP server?

Geo-Parity is a hosted endpoint at https://geo-parity.com/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · geo-parity.com

# add to Claude Code
claude mcp add --transport http com-geo-parity-geo-parity 'https://geo-parity.com/api/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "com-geo-parity-geo-parity": {
      "url": "https://geo-parity.com/api/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "com-geo-parity-geo-parity": {
      "type": "http",
      "url": "https://geo-parity.com/api/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.com-geo-parity-geo-parity]
url = "https://geo-parity.com/api/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-geo-parity-geo-parity": {
      "type": "remote",
      "url": "https://geo-parity.com/api/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-geo-parity-geo-parity --url 'https://geo-parity.com/api/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-geo-parity-geo-parity:
    url: "https://geo-parity.com/api/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "com-geo-parity-geo-parity": {
      "Transport": "http",
      "Url": "https://geo-parity.com/api/mcp"
    }
  }
}
# add to Vellum
assistant mcp add com-geo-parity-geo-parity -t streamable-http -u 'https://geo-parity.com/api/mcp'
// mcp.json
{
  "mcpServers": {
    "com-geo-parity-geo-parity": {
      "type": "http",
      "url": "https://geo-parity.com/api/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 21 Sept 26 +1
    • Tool “list_datasets” rewrote its description, which is the text the model reads security
    • Tool “passport_power” rewrote its description, which is the text the model reads security
  • 20 Sept 26 0
    • New tool “find_country_fit” functional
  • 19 Sept 26 +2
    • Schema quality: fail → pass functional
    • New tool “compare_food_cost” functional
  • 18 Sept 26 +1
    • New tool “banking_access” functional
  • 15 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

  • 14 Sept 26 0
    • Tool “country_dossier” rewrote its description, which is the text the model reads security
    • New tool “driving_rules” functional
    • New tool “employment_rules” functional
  • 13 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Sept 26 +3
    • The server now declares the “prompts” capability functional
    • The server now declares the “resources” capability functional
    • First check of Schema quality: 100 functional
    • New prompt “fair_local_salary” functional
    • New prompt “price_level_provenance” functional
    • New prompt “relocation_brief” functional
    • New prompt “remote_work_setup” functional
    • New prompt “retire_on_budget” functional
    • New resource “countries” functional
    • New resource “datasets” functional
    • New resource “exchange-regimes” functional
    • New resource “methodology-price-levels” functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 21 Sept 2026 · Probed https://geo-parity.com/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=geo-parity.com CN=WE1,O=Google Trust Services,C=US 15 Sept 2026 14 Dec 2026 ECDSA 256 ECDSA-SHA256 f5100aa329172f900ed6cd15c6a6291d
SANs: geo-parity.com, *.geo-parity.com
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC secure

Validation of geo-parity.com. Secure

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
geo-parity.com. present 2371 13 Verified
geo-parity.com. Verified address RRset verified with the apex keys
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000; includeSubDomains; preload
content-security-policy default-src 'none'; frame-ancestors 'none'
x-content-type-options nosniff
referrer-policy strict-origin-when-cross-origin

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://geo-parity.com/api/mcp Verified 200
http (plaintext) http://geo-parity.com/api/mcp HTTPS enforced 301 https://geo-parity.com/api/mcp
MCP tools · 62 exposed · ~17,916 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
driving_rules ~410

What a visitor needs before driving in each of the 41 spine countries: which side of the road, the national default urban, rural and motorway speed limits in the unit signed there (`speedUnit` km/h or mph, never converted), the blood-alcohol limit for ordinary drivers in g/100 ml (`bacNote` for novice and professional limits; 0 is a real zero-tolerance rule), equipment the law requires carried from a fixed vocabulary, and whether an International Driving Permit is needed (`idpRequired`, from GOV.UK's per-country table for a UK photocard licence; absent where that table is silent) — a hand-curated register with the authority's page and check date per row, added 13 Sep 2026; secondary-sourced entries are marked `confidence: "secondary"`. A limit not set nationally is ABSENT, never zero (Germany's motorways, US and Canadian limits). `country` for one entry, `countries` for a side-by-side; without either, ranks by `metric` (`speedMotorway` default, `speedUrban`, `speedRural`, `bacLimitPct`), highest first unless `sort=lowest`, optionally filtered by `drivesOn` and `idpRequired`; mph limits are ordered by their km/h equivalent for the sort only. For information only; conditions change — every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side.
countrystringOne ISO alpha-2 code.
drivesOnstringRestrict the ranking to one side of the road.
idpRequiredstringRestrict the ranking by whether an International Driving Permit is needed.
limitnumberReturn at most this many countries.
metricstringRanking metric when neither country nor countries is given.
sortstringHighest first (default) or lowest first.
NameTypeReqDescription
attributionobject
bacLimitPctnumber
caveatsarray
checkedOnstring
drivesOnstring
excludedarray
idpRequiredboolean
okboolean
requiredEquipmentarray
rowsarray
sourcestring
speedMotorwaynumber
speedRuralnumber
speedUnitstring
speedUrbannumber
{"country":"FR"}
employment_rules ~341

The minimums a job's law sets in each of the 41 spine countries: paid annual leave in days with its `basis` (`working` or `calendar`, never converted), the minimum notice an employer and an employee must give in weeks (`noticeNote` where it rises with tenure), the probation ceiling in months and the ordinary weekly-hours ceiling — a hand-curated register with the labour authority's page and check date per row, added 13 Sep 2026; an entry read from secondary reporting because the official page could not be fetched is marked `confidence: "secondary"`. A fact the law does not set is ABSENT, never zero (the US sets no paid leave, notice or hours ceiling); federal countries carry the federal floor. `country` for one entry, `countries` for a side-by-side; without either, ranks by `metric` (`minAnnualLeaveDays` default, `noticeEmployerMinWeeks`, `probationMaxMonths`, `maxWeeklyHours`), most first unless `sort=fewest`, with the countries that set no figure in `excluded`. Statutory floors only — contracts and collective agreements usually give more. For information only — not legal advice; every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side.
countrystringOne ISO alpha-2 code.
limitnumberReturn at most this many countries.
metricstringRanking metric when neither country nor countries is given.
sortstringMost first (default) or fewest first.
NameTypeReqDescription
attributionobject
basisstring
caveatsarray
checkedOnstring
excludedarray
maxWeeklyHoursnumber
minAnnualLeaveDaysnumber
noticeEmployeeMinWeeksnumber
noticeEmployerMinWeeksnumber
okboolean
probationMaxMonthsnumber
rowsarray
sourcestring
{"country":"DE"}
estimate_employer_cost ~348

What a hire actually costs the employer: the gross wage plus the employer's own social security contributions at the rate OECD Taxing Wages publishes (single earner, no children, 100% of the average wage), applied as a flat rate — the figure employer-of-record services quote for a fee. Pass `gross` (annual USD) for your own figure; without it the wage is the pay-range midpoint for the `occupation` and `seniority`, and `basis` says whether that wage is measured (ILOSTAT) or modelled. Employee-side rates and OECD's tax wedge are returned for context and never applied. Without `country`, ranks the spine by employer contribution rate. Coverage is the 25 spine countries OECD measures; the other sixteen return NO_DATA, never a 0% rate (New Zealand's 0% is real: it has no employer contributions). Every response carries caveats — contribution ceilings, excluded schemes — and it is not payroll or legal advice.

NameTypeReqDescription
countrystringISO alpha-2 code (e.g. "DE"). Omit for a ranking.
grossnumberGross annual wage in USD. When omitted, the pay-range midpoint is used.
limitnumberReturn at most this many countries in a ranking.
occupationstringISCO-08 major group id for the default wage (default `total`). Ignored when `gross` is given.
senioritystringSeniority for the default wage (default `mid`). Ignored when `gross` is given.
sortstringRanking direction. Ignored when `country` is given.
NameTypeReqDescription
attributionobject
caveatsarray
countryobject
employeeobject
employerobject
oecdobject
okboolean
rowsarray
taxWedgenumber
wageobject
{"country":"DE","gross":60000}
estimate_micro_costs ~254

Estimates local prices for a 32-item everyday basket (rent, pint of beer, groceries, transport, gym, …) in two countries, derived as usPrice × pppIndex^elasticity — non-tradables like rent swing harder across borders than world-priced goods like petrol (Balassa-Samuelson-style model). Returns per-item prices in USD and local currency, category subtotals, and a single-person monthly budget rollup. Model estimates, not price quotes.

NameTypeReqDescription
basestringyesISO 3166-1 alpha-2 country code to compare FROM (case-insensitive).
baseCitystringOptional city slug for the base side (sub-national cost adjustment, e.g. 'london'). Enables intra-country city comparisons like London vs Hull.
sourcestringOptional dataset override. Defaults to the consumption basket (worldbank-cons) when it covers both countries, else consensus; the response echoes the source used.
targetstringyesISO 3166-1 alpha-2 country code to compare TO (must differ from base).
targetCitystringOptional city slug for the target side (e.g. 'hull').
NameTypeReqDescription
categoryTotalsarray
itemsarray
monthlyBudgetobject
okboolean
sourceobject
{"base":"GB","target":"TH"}
find_country_fit ~376

Ranks countries by a fit score that blends the livability composite (internet speed, safety, healthcare access, air quality, English — measured, each with its own source year) with how far a monthly budget in USD goes against modelled essentials, using 0–10 weights per dimension (`cost`, `internet`, `safety`, `healthcare`, `air`, `english`; default 5 each). Region, budget and visa are FILTERS, never weights: `region` (a World Bank region name), `withinBudget` (default true; false keeps countries the budget does not cover), `needsVisa` (an eligible digital nomad visa on the budget). Each row carries the fit, quality and cost scores, modelled essentials, budget ratio and the nomad visa matched. A ranking of published figures against the weights given, not a recommendation; every response says so first.

NameTypeReqDescription
airnumberWeight 0–10 for air (default 5).
budgetnumberMonthly budget in USD.
costnumberWeight 0–10 for cost (default 5).
englishnumberWeight 0–10 for english (default 5).
healthcarenumberWeight 0–10 for healthcare (default 5).
internetnumberWeight 0–10 for internet (default 5).
limitnumberMaximum rows (default 10).
needsVisabooleanKeep only countries with a digital nomad visa the budget meets.
regionstringKeep only countries in this World Bank region.
safetynumberWeight 0–10 for safety (default 5).
withinBudgetbooleanKeep only countries whose modelled essentials fit inside the budget.
NameTypeReqDescription
attributionobject
caveatsarray
excludedobject
inputsobject
okboolean
rowsarray
{"budget":2500,"cost":6,"healthcare":8,"safety":9}
find_fire_locations ~267

Geo-arbitrage FIRE analysis: given a portfolio and safe withdrawal rate, returns every country where the passive income sustains a lean ($32k US-equivalent/yr), comfortable ($55k), upper ($90k), or luxury ($150k) lifestyle at local purchasing-power prices — plus FIRE numbers per tier, nomad-visa income-floor eligibility, local-currency income, an SWR sensitivity band, (with savings/coast params) years until each country unlocks, and — where covered — a `statePension` overlay with the OECD net pension replacement rate (safety net from pension age; not subtracted from the FIRE numbers). Estimates only — not financial advice.

NameTypeReqDescription
coaststringSet to 1 for Coast-FIRE mode (project growth with zero further savings).
portfolionumberyesTotal investable portfolio (USD).
returnnumberExpected real annual return, fraction (0.05) or percent (5). Default 0.05.
savingsnumberMonthly savings (USD) — enables the years-to-FIRE planner.
sourcestring
swrnumberSafe withdrawal rate as fraction (0.04) or percent (4). Default 0.04.
NameTypeReqDescription
annualIncomenumber
monthlyIncomenumber
okboolean
rowsarray
sensitivityarray
{"portfolio":400000,"swr":0.04}
find_founder_visas ~350

Which of the 41 spine countries would let a founder in, and on what terms — a hand-curated register of founder/start-up routes, investor routes and `kind: "none"` entries, each with its one published money figure and what it is for (`minFunds.basis`: an investment to make, subsistence funds to hold, or funding raised from investors), whether an endorsing body must approve the project, duration, renewability, a path-to-residency flag, the official page it was read from and the check date; an entry read from secondary reporting because the official site could not be fetched is marked `confidence: "secondary"`. Give `funds` with optional `currency` for a match: routes the funds reach, near misses within 25%, routes needing money raised from investors rather than held, routes with no published figure, exclusions with the reason, and the countries with no route. Or `country` for one entry, `countries` for a side-by-side. Thresholds are compared in USD at the site's FX snapshot; endorsement and business-plan tests are not modelled, and programmes pause and reprice. Published rates and facts on the dates shown, for information only — not tax, legal or immigration advice; every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side.
countrystringOne ISO alpha-2 code for a single entry.
currencystringISO 4217 code of `funds` (e.g. "GBP").
fundsnumberFunds available to commit, in `currency`.
NameTypeReqDescription
attributionobject
caveatsarray
fundingRaisedarray
kindstring
nearMissarray
nonearray
okboolean
qualifyarray
rowsarray
{"currency":"GBP","funds":50000}
find_meeting_slot ~259

Given a set of cities/timezones and each participant's local working hours, find the longest UTC window where everyone is simultaneously within their working day (DST-accurate), AND score the team's overall timezone friction. Returns the overlap in UTC and in each participant's local time (or null with the best partial coverage), plus a `friction` block: a 0–100 score, grade (Effortless/Manageable/Strained/Broken), daily shared hours, coverage, and the `loneWolf` — the member whose removal would free the most team overlap. Useful for scheduling and for hiring/team-composition decisions.

NameTypeReqDescription
datestringReference date (ISO YYYY-MM-DD) for DST. Defaults to today (UTC).
endnumberDefault working-window end, minutes from local midnight (default 1080 = 18:00).
hoursstringOptional per-zone overrides aligned to `zones`, e.g. '540-1080;420-720'.
startnumberDefault working-window start, minutes from local midnight (default 540 = 09:00).
zonesarrayyesIANA timezone identifiers, e.g. 'Europe/London'.
NameTypeReqDescription
bestPartialCountnumber
frictionobject
okboolean
overlapobject|null
referenceDatestring
{"zones":["Europe/London","America/New_York","Australia/Sydney"]}
find_nomad_visas ~222

Digital-nomad visa Income Matcher: given a monthly remote income (any currency) and household size, computes each program's real income threshold (base plus its published per-dependent uplift) and returns the programs you qualify for plus the near misses just out of reach — with duration, renewability, tax notes and official source URLs. Curated summaries — verify with the official source before applying.

NameTypeReqDescription
childrennumberNumber of dependent children (each adds the program's child uplift).
currencystringISO currency code for `income` (e.g. EUR, GBP, INR). Defaults to USD.
incomenumberYour gross monthly income (in `currency`, default USD).
minDurationnumberMinimum program duration in months.
partnersnumber1 if bringing a partner (raises each program's threshold by its partner uplift).
renewablestringSet to 1 to require renewable programs.
residencystringSet to 1 to require a path to permanent residency.
NameTypeReqDescription
householdobject
incomeUsdnumberYour income converted to USD, used for matching.
matchesarrayPrograms you qualify for; each carries requiredUsd (household threshold) and shortfallUsd (≤0).
nearMissesarrayPrograms within ~$1,000/mo of qualifying, closest first.
okboolean
totalnumber
updatedstring
{"children":1,"currency":"EUR","income":4000,"partners":1}
find_retirement_visas ~391

Which of the 41 spine countries would let a retiree in, and on what terms — a hand-curated register of retiree, passive-income and deposit routes (kind), each with minimum age, monthly income or deposit threshold in its own currency, duration, renewability, a path-to-residency flag, the official page it was read from and the check date; an entry read from secondary reporting because the official site could not be fetched is marked `confidence: "secondary"`, and countries with no route are `kind: "none"` with a line saying why. Give `income` (monthly) with optional `currency`, `age` and `savings` for a match: routes the income reaches, near misses within 25%, deposit routes (judged only when `savings` is given — a pension says nothing about a fixed deposit), routes with no published figure, exclusions with the reason, and the countries with no route. Or `country` for one entry, `countries` for a side-by-side. Thresholds are compared in USD at the site's FX snapshot; dependants raise them. Published rules and modelled figures on the dates shown, for information only — entitlements depend on a person's record and consulates decide; every response says so first.

NameTypeReqDescription
agenumberApplicant age; routes with a higher minimum are excluded.
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side.
countrystringOne ISO alpha-2 code for a single entry.
currencystringISO 4217 code of `income` and `savings` (e.g. "GBP").
incomenumberMonthly income to match, in `currency`.
savingsnumberLump sum available, in `currency`; unlocks deposit routes.
NameTypeReqDescription
attributionobject
caveatsarray
depositRoutesarray
kindstring
nearMissarray
nonearray
okboolean
qualifyarray
rowsarray
{"age":62,"currency":"GBP","income":1500}
find_student_visas ~286

Student-visa routes for the 41 spine countries — a hand-curated register of the funds a student must show (amount, currency, per month or year), the work hours allowed in term, the post-study stay in months, a path-to-residency flag, the official page it was read from and the check date; secondary-sourced entries are marked, and countries with no route are `kind: "none"`. No tuition figures: no citable structured source exists. Give `funds` with optional `currency` and `per` (year default; month) for a match: routes the funds reach, near misses within 25%, routes with no published figure, exclusions with the reason, and the countries with no route. Or `country` for one entry, `countries` for a side-by-side. Funds are compared per year in USD at the site's FX snapshot; figures move each academic year. Published rules for information only — not immigration advice; every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side.
countrystringOne ISO alpha-2 code.
currencystring
fundsnumberLiving funds the student can show, in `currency`, for `per`.
perstring
NameTypeReqDescription
attributionobject
caveatsarray
kindstring
nearMissarray
nonearray
okboolean
qualifyarray
rowsarray
unpublishedarray
{"currency":"GBP","funds":20000}
health_prep ~264

What to sort out with a travel clinic, as facts from TravelHealthPro (NaTHNaC, the UK's national travel-health centre) with the source page linked per row: the yellow-fever certificate position (required for all arrivals, required when arriving from a risk country, or none), whether the country itself carries yellow-fever risk, the vaccine names recommended for most UK travellers and for some, and whether malaria guidance exists — plus the health-risk names the FCDO lists. Give `country` for one country or `countries` (two or more) for a side-by-side. Facts only, never NaTHNaC's prose; the reasoning is at the linked page. These are recommendations for UK travellers and depend on itinerary and medical history — a clinic decides for a person. The UK itself is NO_DATA (no FCDO page, so no link), never an empty list. Official sources on the dates shown, for information only — conditions change; check the source before travelling. Every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more. Ignored when `country` is given.
countrystringOne ISO alpha-2 code (e.g. "BR").
NameTypeReqDescription
attributionobject
caveatsarray
malariaboolean
okboolean
rowsarray
vaccinesMostarray
vaccinesSomearray
yellowFeverCertificatestring
{"country":"BR"}
legal_profile ~364

The World Bank's Women, Business and the Law reading of each country's statute (2026 edition, 41 spine countries). Give `country` for one country: the Legal Frameworks index (0-100), eight topic scores (mobility, workplace, pay, marriage, parenthood, entrepreneurship, assets, pension), the coded answers grouped by topic — can a woman choose where to live, travel abroad, get a job the same way as a man, is equal pay for work of equal value mandated, can she obtain a divorce and head a household, own and inherit equally, open a business and access credit without discrimination — and the full, partial and mandatory retirement ages for men and women. Give `countries` (two or more) for the index, topics and ages side by side, or neither for the spine ranked by `metric` (`index`, a topic, `retirementAgeMen`, `retirementAgeWomen`). A partial answer keeps WBL's fraction as `{partial}` rather than rounding to yes or no; a true says the provision exists in law, not that it is enforced. Statutory figures for information only — not legal or tax advice; every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side comparison. Ignored when `country` is given.
countrystringOne ISO alpha-2 code for the full profile (e.g. "SA").
limitnumberReturn at most this many countries in a ranking.
metricstringRanking metric when neither `country` nor `countries` is given.
sortstringRanking direction. Ignored when `countries` is given.
NameTypeReqDescription
attributionobject
caveatsarray
editionnumber
indexnumber
lawobject
okboolean
retirementobject
rowsarray
topicsobject
{"country":"SA"}
list_datasets ~322

The registry of every dataset behind the site's figures — price levels, wages, housing, healthcare, holidays, working time, inflation, remittance prices, and the rest. Each carries `updated`, the date it was last REBUILT (a fetcher ran, or a person reviewed it), and — where the dataset knows it — `vintage`, what the figures themselves describe: a year, an edition, a quarter, or the source's own publication date. THE TWO ARE DIFFERENT AND OFTEN YEARS APART: exchange rates rebuilt in 2026 are 2025 annual averages, and city rents rebuilt in 2026 are from 2023. Judge how current a figure is by `vintage` and fall back to `updated` only where `vintage` is absent, which means the dataset has none of its own — a curated register's vintage is the day a person read the authority's page. Also says whether it is FETCHED by a script or REVIEWED by a person, the page it appears on, and the refresh script. With `since` (YYYY-MM-DD), `changed` lists only the datasets rebuilt strictly after that date, so an agent that cached a figure can decide what to re-fetch instead of re-fetching everything. Pure: `since` comes from the caller. Carries no figures and therefore no attribution block; each dataset's provenance travels with the tool that serves it.

NameTypeReqDescription
sincestringReturn only datasets changed strictly after this date (YYYY-MM-DD). Omit for all.
NameTypeReqDescription
changedarray
changedCountnumber
countnumber
datasetsarray
neweststring|null
okboolean
sincestring|null
{"since":"2026-09-01"}
localize_salary ~190

Convert a base salary from a home country into a cost-of-living-fair local equivalent: S_local = S_base × (I_target / I_home), where I is a US-relative price level. Omit `target` to receive a localized salary matrix across every country in the source — useful for pricing one offer across many markets. Returns USD purchasing-power equivalents, not currency-converted amounts.

NameTypeReqDescription
basenumberyesBase annual salary in the home country (USD-denominated).
homestringyesISO 3166-1 alpha-2 home country code the base salary is expressed in (case-insensitive).
sourcestringPPP dataset to draw figures from. Defaults to 'consensus' if omitted.
targetstringOptional ISO 3166-1 alpha-2 target country code. Omit to localize across all countries in the source.
NameTypeReqDescription
homeobject
inputobject
okboolean
resultsarray
sourceobject
{"base":150000,"home":"US","source":"consensus","target":"ES"}
passport_power ~123

Passport Power: for a given country's passport, returns the visa-free-access score (visa-free + visa-on-arrival + eTA destinations), global rank and percentile among all ~199 passports, and the full destination breakdown by access type with names resolved. Omit country for the ranked league table. Reference data from the open imorte/passport-index-data (public domain) — confirm entry rules with the destination authority before travel.

NameTypeReqDescription
countrystringPassport country alpha-2 code (e.g. US, GB, SG). Omit for the full league table.
NameTypeReqDescription
okboolean
passportobject
percentilenumber
resolvedobject
totalPassportsnumber
{"country":"SG"}
pension_abroad ~313

A fixed pension paid from one country and spent in another, after the exchange rate, the destination's price level and the destination's inflation. Converts `amount` in `currency` at the site's FX snapshot, re-prices it at the destination through the PPP engine (the same price-level comparison as calculate_ppp), and projects it flat at the destination's latest annual inflation for `years` (1-40, default 10), returning what it is worth there today and after the period, in USD and local currency, with the share of purchasing power lost. Without `amount`, the origin's typical state pension is used — OECD's net replacement rate for an average earner on the modelled median wage — and `basis` says so; 33 origins have a rate, the rest need `amount`. Holds the pension and the exchange rate fixed and says so; many state pensions are uprated, and some are frozen for expatriates in particular countries. Not financial advice.

NameTypeReqDescription
amountnumberMonthly pension in `currency`. Omit for the origin's typical state pension.
currencystringISO 4217 code of `amount` (default USD).
fromstringyesCountry the pension is paid from, ISO alpha-2 (e.g. "GB").
tostringyesCountry it will be spent in, ISO alpha-2 (e.g. "PT").
yearsnumberYears to project (whole number, default 10).
NameTypeReqDescription
attributionobject
caveatsarray
erosionPctnumber
fromobject
inflationPctnumber
okboolean
pensionobject
toobject
worthAfterYearsLocalnumber
worthAfterYearsUsdnumber
worthTodayLocalnumber
worthTodayUsdnumber
yearsnumber
{"amount":1000,"currency":"GBP","from":"GB","to":"PT","years":10}
plan_team_calendar ~401

When a distributed team can actually all work. Joins the two halves no free tool puts together: the weekdays on which NOBODY is on a public holiday (the engine behind compare_public_holidays) and the daily working-hour overlap across the members' time zones (the engine behind find_meeting_slot), evaluated on 15 January and 15 July so daylight-saving asymmetry is visible, and multiplied into conservative shared working hours per year. Members are ISO alpha-2 country codes; each country is placed in the time zone of its representative city, and countries spanning several zones (US, CA, BR, MX, AU, ID) are flagged `multiZone` — append `@IANA/Zone` to override (e.g. `US@America/Chicago`). Covers the 41-country spine EXCEPT India, Thailand, Malaysia, the UAE and Saudi Arabia, which have no published holiday calendar and return NO_DATA naming them rather than a calendar with no holidays. Working-hour windows are a stated assumption (09:00-18:00 local unless given), not a measurement; annual leave is not modelled.

NameTypeReqDescription
endnumberDefault local working-window end, minutes from midnight (default 1080 = 18:00).
hoursstringPer-member `start-end` overrides, semicolon-separated and aligned with `members`; leave a slot empty to keep the default (e.g. "540-1080;;420-720").
membersstringyesComma-separated ISO alpha-2 codes, two or more, each optionally `CC@IANA/Zone` (e.g. "GB,JP,US@America/Chicago").
startnumberDefault local working-window start for every member, minutes from midnight (default 540 = 09:00).
yearnumberCalendar year for the holiday calendar. Defaults to the first year in the dataset.
NameTypeReqDescription
attributionobject
caveatsarray
daysobject
hoursobject
membersarray
okboolean
sharedWorkingHoursPerYearnumber
yearnumber
{"members":"GB,DE,US"}
property_rules ~269

Whether a foreigner may buy residential property in each of the 41 spine countries: an ownership band (`free`, `restricted`, `leasehold-only`, `prohibited`), the main restrictions in a sentence, whether land itself may be owned, and the headline transfer tax a buyer pays with a note on surcharges and fees — a hand-curated register with the official page and check date per row; an entry read from secondary reporting because the official page could not be fetched is marked `confidence: "secondary"`. `country` for one entry, `countries` for a side-by-side; without either, all 41 ranked free-first then by transfer tax, optionally within one `band`. Rules change by decree and by region (Canada's ban runs to 2027, Australia's established-home ban to March 2027, Saudi Arabia's new law from January 2026). Published rules for information only — not legal advice; every response says so first.

NameTypeReqDescription
bandstringRestrict the ranking to one ownership band.
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side.
countrystringOne ISO alpha-2 code.
limitnumberReturn at most this many countries.
NameTypeReqDescription
attributionobject
caveatsarray
checkedOnstring
foreignOwnershipstring
okboolean
restrictionsstring
rowsarray
sourcestring
transferTaxPctnumber
{"country":"TH"}
rank_livability ~227

Quality-of-Life vs Cost matrix: ranks 41 countries by a user-weighted composite of livability metrics (median broadband Mbps, safety, healthcare, air quality, English usability — curated country-level data replacing the discontinued Teleport API) against the monthly cost of single-person essentials at local purchasing-power prices. Returns per-country composite and value scores, lifestyle label for your budget (comfortable → like royalty), nomad-visa eligibility, and days-to-tax-residency. Curated estimates — verify locally.

NameTypeReqDescription
budgetnumberMonthly budget (USD) — drives lifestyle labels and visa eligibility.
maxBudgetnumberFilter: keep countries whose monthly essentials cost ≤ this (USD).
minInternetnumberFilter: minimum median broadband, Mbps (e.g. 80).
minSafetynumberFilter: minimum safety score, 0–100.
weightsstringFive comma-separated 0–10 weights: internet,safety,healthcare,air,english (default 5,5,5,5,5).
NameTypeReqDescription
excludednumber
okboolean
rowsarray
{"maxBudget":3000,"minInternet":80}
remittance_cost ~302

What it costs to send money from one country to another, from the World Bank's Remittance Prices Worldwide survey (newest quarter, CC BY 4.0): the mean total cost — fee plus exchange-rate margin — of sending USD 200 and USD 500 across the providers surveyed on that corridor, the cheapest provider found, and how many were surveyed. With `amount` (USD), a quote at the nearer of the two surveyed bands (below USD 350 uses the 200 figures), and the response says which. Give `from` AND `to` for one corridor; only one of them for a ranking of surveyed corridors out of a sender or into a receiver, cheapest first. The survey covers ~350 high-volume corridors (~46 sending countries, ~96 receiving); a pair it does not survey returns NO_DATA, never a figure borrowed from a neighbour. Your own quote will differ by provider, payment method and day.

NameTypeReqDescription
amountnumberAmount to send, USD. Optional; without it the corridor's survey figures are returned unquoted.
fromstringSending country, ISO alpha-2 (e.g. "GB").
limitnumberReturn at most this many corridors in a ranking.
sortstringRanking direction when only one of `from`/`to` is given.
tostringReceiving country, ISO alpha-2 (e.g. "IN").
NameTypeReqDescription
attributionobject
avgCost200Pctnumber
avgCost500Pctnumber
caveatsarray
cheapestCost200Pctnumber
corridorobject
okboolean
periodstring
providersnumber
quoteobject
rowsarray
{"amount":500,"from":"GB","to":"IN"}
required_rate ~196

Given a desired annual net income, compute the freelance hourly and day rate required after taxes, self-paid health insurance, weeks off, and billable utilization. Uses the same per-country effective-rate presets as compare_contract; all overridable. Estimates only — not tax advice.

NameTypeReqDescription
countrystring
desiredNetnumberyesDesired annual net take-home (USD).
expensesnumberAnnual business expenses (USD, default 0).
healthnumberAnnual self-paid health insurance (USD); defaults to the country preset.
hoursnumberHours per week (default 40).
taxRatenumberOverride effective tax rate, percent (e.g. 32).
utilizationnumberBillable share of working hours, 0–1 (default 0.75).
weeksOffnumberUnpaid weeks off per year (default 4).
NameTypeReqDescription
billableHoursnumber
dayRatenumber
hourlyRatenumber
okboolean
requiredGrossnumber
{"country":"US","desiredNet":100000,"utilization":0.7,"weeksOff":6}
retire_on_budget ~243

Does a fixed monthly pension cover a month of local essentials. Given `amount` and `currency` (default GBP 1,500), returns every spine country ranked by coverage — the pension in USD divided by the country's MODELLED monthly essentials (the site's price basket scaled by the PPP price level, checked against real series and wrong both ways) — with the essentials figure, healthcare out-of-pocket per person per month (World Bank / WHO), life expectancy (World Bank) and the kind of retiree visa the country offers beside each row. Coverage is an ordering, not a budget; the pension is taken as fixed at the site's FX snapshot. Different from `pension_abroad`, which re-prices a pension against the origin's price level to say what it is worth relative to home. Published rules and modelled figures on the dates shown, for information only — entitlements depend on a person's record and consulates decide; every response says so first.

NameTypeReqDescription
amountnumberMonthly pension, in `currency`.
currencystringISO 4217 code of `amount`.
limitnumberReturn at most this many countries.
NameTypeReqDescription
attributionobject
caveatsarray
okboolean
pensionobject
rowsarray
{"amount":1500,"currency":"GBP"}
select_region ~200

Given a user-population breakdown, find the cloud host region that minimizes population-weighted round-trip latency (argmin_j Σ_i P_i × L_ij), and compute the optimal multi-region split (each user region routed to its nearest host). Latency is estimated from great-circle distance via a fibre-propagation model, not measured.

NameTypeReqDescription
hostsstringOptional comma-separated host region ids to restrict candidates (e.g. 'us-east-1,eu-west-2').
providerstringOptional cloud provider filter, applied before the hosts whitelist.
usersstringyesComma-separated region:percent pairs (percentages auto-normalize), e.g. 'US-East:40,UK:30,Germany:30'. Region ids: US-East, US-West, Canada, Brazil, UK, Germany, France, Spain, Nigeria, South-Africa,…
NameTypeReqDescription
bestobject
okboolean
rankingarray
splitobject
{"users":"US-East:40,UK:30,Germany:30"}
travel_advice ~339

What two governments say about going. Give `country` (ISO alpha-2) for one country: the UK FCDO's level (none, all-but-essential to parts, all-but-essential, all travel to parts, all travel) with its latest change and date, the FCDO's passport-validity and visa sentences for British citizens and the health risks it lists, and the US State Department's advisory level (1 exercise normal precautions to 4 do not travel) with its headline. Give `countries` (two or more) for the levels side by side, or neither for the 41-country spine ranked least-restricted first by FCDO level then US level (`sort=highest` inverts). The two governments grade differently and often disagree; neither is rescored. The FCDO publishes nothing for the UK and the State Department nothing for the US, so those blocks are absent with a caveat, never a made-up level, and a country with neither is excluded from the ranking. Official sources on the dates shown, for information only — conditions change; check the source before travelling. Every response says so first.

NameTypeReqDescription
countriesstringComma-separated ISO alpha-2 codes, two or more, for a side-by-side. Ignored when `country` is given.
countrystringOne ISO alpha-2 code for the full advice (e.g. "TH").
limitnumberReturn at most this many countries in a ranking.
sortstringRanking direction when neither `country` nor `countries` is given: lowest = least restricted first.
NameTypeReqDescription
attributionobject
caveatsarray
excludedarray
fcdoobject
okboolean
rowsarray
usobject
{"country":"TH"}
withholding_tax ~285

What a company in `from` keeps back when it pays dividends, interest, royalties or technical fees to a recipient in `to`: OECD's standard withholding rates for the payer's country and, for the pair, the treaty rate where OECD publishes one, with the saving in points per income type. Direction is the payer's, never reversed; `from` equal to `to` is rejected. A pair with no published treaty rate reports the standard rate and says so — that is not the same as no treaty existing, and the treaty figure is the maximum the treaty allows (a residence certificate is usually needed). Without `from`, ranks all 41 by standard rate on `type` (dividends default). Standard rates for 41 of 41; treaty rates for about 1,300 payer–recipient pairs within the spine (the Philippines never appears as a payer). Published rates and facts on the dates shown, for information only — not tax, legal or immigration advice; every response says so first.

NameTypeReqDescription
fromstringISO alpha-2 code of the paying company's country.
limitnumber
sortstring
tostringISO alpha-2 code of the recipient's country; unlocks the treaty rate.
typestringIncome type to rank by when `from` is not given.
NameTypeReqDescription
attributionobject
caveatsarray
linesarray
okboolean
rowsarray
standardobject
toobject
treatyobject
{"from":"TH","to":"GB"}
Common questions

What is the Geo-Parity MCP server?

Geo-Parity is an MCP server listed in the public MCP registry as com.geo-parity/geo-parity. Cost of living, fair global pay, healthcare costs, nomad visas and tax residency. Free, no key. This page covers its hosted endpoint (https://geo-parity.com/api/mcp).

Is the Geo-Parity MCP server safe to use?

Geo-Parity scores 87 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Geo-Parity MCP server expose?

Geo-Parity exposes 62 tools: compare_total_cost, calculate_ppp, localize_salary, calculate_wage_bands, compare_occupation_pay, and 57 more. Their descriptions and schemas cost roughly 17,916 tokens of context every time the server is loaded.

Does the Geo-Parity MCP server require authentication?

No. We connected to Geo-Parity without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Geo-Parity MCP server still maintained?

Geo-Parity is still listed as active in the MCP registry. We last reached this channel on 21 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.