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

Cost-of-living and quality-of-life comparison tools that AI agents can call. Point an agent at two cities and it returns take-home pay, a full cost breakdown, the equivalent salary you'd need in the target city, and the non-cash deltas people actually move for: vacation, parental leave, universal healthcare.

Hosted at https://mcp.cityparity.com/mcp. Free, no API key, rate-limited at the edge. Built on the Model Context Protocol (spec 2025-06-18, Streamable HTTP).

• Site: https://cityparity.com
• Install docs (every client): https://cityparity.com/mcp
• Machine-readable docs: https://mcp.cityparity.com/llms.txt
• OpenAPI (REST mirror): https://mcp.cityparity.com/openapi.json

What it covers

About 165 cities across 69 countries. Most calculators stop at salary and rent. cityparity prices the social safety net (childcare subsidies, parental leave, statutory vacation, universal healthcare), so "the lower-salary city actually pays more" stops being a hand-wave and becomes a number.

Tools

Tool	What it does
compare_cities	Full scenario comparison between two cities: take-home, cost breakdown, equivalent target salary, lifestyle deltas, quality score.
list_cities	Discover supported city slugs, grouped by country.
get_city_summary	One-city profile: tax shape, headline costs, safety-net values.
rank_cities	Top N cities by composite quality score, with custom weights and region/country filters.
get_safety_net	Parental leave, universal-healthcare flag, vacation, public holidays for 1 to 20 cities.
get_inbound_tax_regime	Inbound-worker regimes: Italy impatriati, Portugal IFICI, Belgium expat, Poland B2B ryczałt, Greece inbound.

City slugs are kebab-case (san-francisco, hong-kong). Call list_cities first if you're unsure.

Connect

Most modern clients speak Streamable HTTP and need no install. Just point them at the URL.

Claude Code

claude mcp add --transport http cityparity https://mcp.cityparity.com/mcp

Claude Desktop / ChatGPT Desktop

{
  "mcpServers": {
    "cityparity": {
      "url": "https://mcp.cityparity.com/mcp"
    }
  }
}

Claude Desktop config lives at ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows). ChatGPT Desktop uses …/OpenAI/ChatGPT/mcp.json. Restart the app after editing.

Cursor

{
  "name": "cityparity",
  "url": "https://mcp.cityparity.com/mcp"
}

Codex CLI

mcpServers:
  cityparity:
    url: https://mcp.cityparity.com/mcp

Stdio-only clients (this package)

If your client can't do HTTP MCP yet, the npm package in this repo bridges stdio → HTTP:

{
  "mcpServers": {
    "cityparity": {
      "command": "npx",
      "args": ["-y", "cityparity-mcp"]
    }
  }
}

The bridge (this package)

cityparity-mcp is a ~150-line stdio→HTTP forwarder. It reads line-delimited JSON-RPC from stdin, POSTs each line to the MCP endpoint, and writes the responses back to stdout (streaming SSE line by line). That's the whole job: no data, no calc engine, no secrets. Read bin/cityparity-mcp.mjs if you want to verify.

npm install -g cityparity-mcp   # or use npx, as above

Env var	Default	Purpose
CITYPARITY_MCP_URL	https://mcp.cityparity.com/mcp	Override the upstream endpoint (local dev)
CITYPARITY_MCP_DEBUG	unset	Log request/response framing to stderr

Run the tests (zero dependencies, Node ≥ 20):

npm test

Methodology

The full methodology (how taxes, costs, childcare subsidies, and safety-net scoring work) is on the homepage. One thing worth flagging: RSU income is not an input. Grants are treated as source-only because they usually don't follow you across employers. If you're keeping a US employer remotely, treat the result as directional in that direction.

Privacy

Queries reach mcp.cityparity.com and nothing else. No accounts, no client-side telemetry, nothing personally identifiable logged beyond standard HTTP server logs.

License

MIT. cityparity's underlying data and calculation engine are not part of this package. This repo is the public MCP surface plus the open-source stdio bridge.

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Found a bug or want a city added? https://cityparity.com/contact/