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cityparity — Cost-of-Living & Quality-of-Life Comparison

REMOTE · MCP.CITYPARITY.COM · SCANNED AUG 3

Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, safety-net deltas.

+3 this week 67 Trust /100
Trust breakdown (6 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 →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability63
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1399 tokens (~233/item across 6 items; 6 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · mcp.cityparity.com

# add to Claude Code
claude mcp add --transport http com-cityparity-cityparity https://mcp.cityparity.com/mcp
# ~/.codex/config.toml
[mcp_servers.com-cityparity-cityparity]
url = "https://mcp.cityparity.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-cityparity-cityparity": {
      "type": "remote",
      "url": "https://mcp.cityparity.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-cityparity-cityparity --url https://mcp.cityparity.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-cityparity-cityparity:
    url: "https://mcp.cityparity.com/mcp"
// mcp.json
{
  "mcpServers": {
    "com-cityparity-cityparity": {
      "type": "http",
      "url": "https://mcp.cityparity.com/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.

  • 3 Aug 26 0
    • Tool “get_city_summary” rewrote its description, which is the text the model reads security
    • Tool “get_safety_net” rewrote its description, which is the text the model reads security
    • Schema quality: 206 → 233 functional
  • 2 Aug 26 0
    • Tool “get_safety_net” rewrote its description, which is the text the model reads security
  • 31 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 63

    First indexed and scored.

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 3 Aug 2026 · Probed https://mcp.cityparity.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=cityparity.com CN=WE1,O=Google Trust Services,C=US 22 Jul 2026 20 Oct 2026 ECDSA 256 ECDSA-SHA256 a95ac768a9d8aaf40ed5635dce31842e
SANs: cityparity.com, mcp.cityparity.com, *.mcp.cityparity.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
DNSSEC insecure

Validation of mcp.cityparity.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
cityparity.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
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
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.cityparity.com/mcp Verified 200
http (plaintext) http://mcp.cityparity.com/mcp Inconclusive 405
MCP tools — 6 exposed · ~1,335 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.

Tool Tokens
compare_cities ~340

Compare two cities for one household: take-home pay, full cost breakdown, the equivalent target salary needed to match source net cash, non-cash lifestyle deltas (vacation, parental leave, healthcare), and a 0-100 quality score on five weighted dimensions. Use this for a head-to-head between two named cities; for a single city call get_city_summary, and to rank many cities call rank_cities. Read-only, no side effects; returns a text summary plus structured JSON. RSU income is NOT a parameter; RSU is treated as source-only because grants typically do not follow you across employers.

NameTypeReqDescription
advancedobjectOptional fine-tuning: retirement contribution, age bracket, trips home, transit mode, and inbound tax regime. Omit to use defaults.
gross_salarynumberyesUser's annual gross salary in the SOURCE city's local currency (e.g. USD for Seattle, NOK for Oslo).
householdobjectFamily structure: working-age partner and dependent children. Omit for a single person with no kids.
livingobjectHousing and spending assumptions. Omit to use defaults: rent, 2 bedrooms, typical spending.
score_weightsobjectOverride the composite-score weights. Defaults: financial 30, healthcare 20, vacation 15, childcare 15, safety_net 20.
source_citystringyesCity slug for the user's current city. Use list_cities to discover valid slugs (e.g. 'nyc', 'seattle', 'tokyo').
target_citystringyesCity slug for the destination city.
NameTypeReqDescription
equivalenceobjectyes
metaobjectyes
non_cash_deltasarrayyes
quality_scoreobjectyes
sourceobjectyes
targetyes

No examples provided.

get_city_summary ~187

Concise profile of one city: currency, tax shape (bracket count + top rate + payroll/national insurance), headline costs (rent / groceries / transit / childcare), safety-net values (parental leave, vacation, universal healthcare), and data freshness. Lighter than compare_cities; use when the user is asking about one place rather than a comparison. On parental leave, quote safety_net.parental_leave_summary rather than building your own sentence: some countries (Ireland, Australia, the UK, Czechia, part of Sweden) pay a flat weekly cash sum instead of a share of salary, so parental_leave_paid_pct is 0 or partial for them and stating it alone would wrongly call their leave unpaid. Read-only, no side effects; returns a text summary plus structured JSON.

NameTypeReqDescription
citystringyesCity slug. Use list_cities to discover valid slugs.
NameTypeReqDescription
compensation_indexnumber|nullyes
cost_snapshotobjectyes
countrystringyes
currencystringyes
data_last_updated_fieldstring|nullyes
data_year_rangestring|nullyes
govt_benefitsobjectyes
inbound_tax_regimeyes
methodology_urlstringyes
namestringyes
safety_netobjectyes
slugstringyes
taxobjectyes

No examples provided.

get_inbound_tax_regime ~181

Look up a city's inbound-worker tax regime, the special reduced-tax schemes for relocating workers that general cost-of-living tools do not surface. Returns null when the country has no modeled regime (most cities). Modeled regimes: Italy impatriati (Milan, Rome), Portugal IFICI (Lisbon, Porto), Belgium expat (Brussels), Poland B2B ryczałt (Warsaw, Kraków), Greece inbound (Athens). Each entry includes the mechanic (reduction percentage or flat rate), duration, income cap if any, and a conservative eligibility hint. Read-only, no side effects; returns a text summary plus structured JSON.

NameTypeReqDescription
citystringyesCity slug. Use list_cities to discover valid slugs. Most cities return regime=null because their country has no special inbound-worker tax regime.
NameTypeReqDescription
citystringyes
countrystringyes
disclaimerstring
methodology_urlstringyes
regimeyes
slugstringyes

No examples provided.

get_safety_net ~255

Batch lookup of safety-net values for 1 to 20 cities at once: parental leave weeks + how it is paid, universal healthcare flag, vacation days, public holidays, plus each city's safety_net dimension score (0-100) for relative strength. This is the only tool that accepts many cities in one call: use it to line several places up on family / leave / healthcare benefits. On parental leave, quote parental_leave_summary rather than composing your own line from parental_leave_paid_pct: Ireland, Australia, the UK, Czechia and part of Sweden pay a flat weekly cash sum instead of a share of salary, so their headline percentage is 0 or partial and reading it alone would wrongly call their leave unpaid. Check parental_leave_basis (percentage / flat / mixed / unpaid) before making any claim about pay. For one city's full profile (tax shape + costs + safety net together) call get_city_summary instead; for a two-city head-to-head that includes cost-of-living use compare_cities. Read-only, no side effects; returns a text summary plus structured JSON.

NameTypeReqDescription
citiesarrayyesArray of city slugs (1-20). Use list_cities to discover valid slugs.
NameTypeReqDescription
citiesarrayyes
methodology_urlstringyes
not_foundarray
score_basisobject

No examples provided.

list_cities ~107

List all city slugs supported by cityparity, grouped by country. Call this first to discover valid slugs before any other tool; the optional country filter narrows to one country. Read-only, no side effects; returns a text summary plus structured JSON.

NameTypeReqDescription
countrystringOptional case-insensitive country filter. Use the canonical name as stored in city_data.country (e.g. "Norway", "USA", "United Kingdom"). If omitted, returns all countries.
NameTypeReqDescription
countintegeryes
country_countintegeryes
groupsarrayyes

No examples provided.

rank_cities ~265

Rank supported cities by composite quality-of-life score across five weighted dimensions (financial, healthcare, vacation, childcare, safety_net). Returns top N (default 10), with filters for country, countries, region (europe/asia/north_america/south_america/oceania), has_universal_healthcare, include_cities, and exclude_cities. Use this to shortlist across many cities; for a head-to-head between two named cities use compare_cities. The same scenario is applied to every city so scores are directly comparable (default: single person, 2BR rent, $100k USD-equivalent gross). Read-only, no side effects; returns a text summary plus structured JSON.

NameTypeReqDescription
filterobjectRestrict which cities are ranked, by country, region, universal-healthcare flag, or explicit include/exclude slug lists. Omit to rank all supported cities.
limitintegerMax results to return. Default 10.
scenarioobjectOverride the default ranking scenario. The same scenario is applied to every city so scores are comparable.
weightsobjectOverride the composite-score weights. Defaults: financial 30, healthcare 20, vacation 15, childcare 15, safety_net 20.
NameTypeReqDescription
consideredintegeryes
methodology_urlstringyes
rankedarrayyes
scenario_usedobjectyes
skippedarrayyes
weightsobjectyes

No examples provided.