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swiss-snb-mcp

by malkreide

πŸ‡¨πŸ‡­ Part of the Swiss Public Data MCP Portfolio

🏦 swiss-snb-mcp

Version License: MIT Python 3.11+ MCP Data Source CI

MCP server for the Swiss National Bank (SNB) data portal β€” exchange rates, balance sheet, interest rates, SARON, monetary aggregates, banking statistics, and balance of payments.

πŸ‡©πŸ‡ͺ Deutsche Version


Overview

swiss-snb-mcp connects AI models to the official Swiss National Bank data portal at data.snb.ch via the Model Context Protocol (MCP). It provides structured access to SNB's public REST API β€” no authentication required.

The server covers three tiers of datasets, all confirmed against the live API:

Phase 1 β€” Dedicated tools:

  • Exchange rates (monthly averages, month-end rates, annual averages) for 27 currencies against CHF

  • SNB balance sheet (Bilanz): gold reserves, foreign exchange investments, banknotes in circulation, sight deposits, and totals

Phase 2 β€” Via generic cube tools (snb_get_cube_data + snb_get_cube_metadata):

  • SNB policy rate (Leitzins) and SARON daily fixing, emergency facility rate, sight deposit rates

  • SARON compound rates: Overnight, 1M, 3M, 6M

  • International money market rates: SARON (CH), SOFR (USA), TONA (JP), SONIA (UK), €STR/EURIBOR (EZ)

  • Official central bank rates: SNB, Fed, ECB, Bank of England, Bank of Japan

  • Monetary aggregates M1, M2, M3: stock levels and year-on-year changes

Phase 3 β€” Warehouse API (banking statistics) and balance of payments:

  • Banking balance sheets (BSTA BIL): total assets and liabilities by bank group β€” annual and monthly

  • Banking income statements (BSTA EFR): operating income, expenses, taxes by bank group β€” annual

  • Balance of payments: current account, capital account, financial account (quarterly)

  • International investment position: components by investment type (quarterly)

  • Generic warehouse access: raw access to any SNB Warehouse cube by ID

Anchor demo query: "What was the EUR/CHF exchange rate during the 2015 Franc shock, and where does the SNB policy rate stand today compared to the Fed and ECB?"


Features

  • πŸ’± Exchange rates β€” monthly CHF rates for EUR, USD, JPY, GBP, CNY and 22 more currencies

  • πŸ“… Annual averages β€” year-by-year rates from 1980 onwards

  • πŸ›οΈ SNB balance sheet β€” gold, foreign exchange investments, banknotes, sight deposits (monthly)

  • πŸ”„ Currency conversion β€” convert any amount to CHF using official SNB rates

  • πŸ“ˆ Policy rate & SARON β€” daily fixing, Leitzins, compound rates (1M/3M/6M)

  • 🌍 International rate comparison β€” SNB, Fed, ECB, Bank of England, Bank of Japan side by side

  • πŸ’° Monetary aggregates β€” M1, M2, M3 stock levels and year-on-year growth

  • 🏦 Banking statistics β€” balance sheets and income statements by bank group (12 groups)

  • πŸ“Š Balance of payments β€” current account, IIP, and international investment position

  • πŸ” Generic cube access β€” query any SNB data cube or Warehouse cube by ID

  • πŸ”“ No authentication required β€” fully public SNB data portal


Prerequisites

  • Python 3.11+

  • uv or pip

  • MCP-compatible client (Claude Desktop, Claude Code, or any MCP host)


Installation

Via uvx (recommended β€” no permanent installation needed):

uvx swiss-snb-mcp

Via pip:

pip install swiss-snb-mcp

From source:

git clone https://github.com/malkreide/swiss-snb-mcp.git
cd swiss-snb-mcp
pip install -e .

Usage / Quickstart

Claude Desktop β€” add to claude_desktop_config.json:

{
  "mcpServers": {
    "swiss-snb-mcp": {
      "command": "uvx",
      "args": ["swiss-snb-mcp"]
    }
  }
}

Config file locations:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

  • Windows: %APPDATA%\Claude\claude_desktop_config.json

Try it immediately in Claude Desktop:

"What is the current EUR/CHF exchange rate according to the SNB?" "Show me the SNB balance sheet for the last 12 months β€” gold and foreign reserves."


Configuration

No API key or authentication required. The SNB data portal is fully public.

Optional environment variable:

Variable

Default

Description

SNB_TIMEOUT

15

HTTP request timeout in seconds


Available Tools

Phase 1 β€” Dedicated Tools

Tool

Description

snb_get_exchange_rates

Monthly CHF rates for EUR, USD, JPY, GBP, CNY and 22 more currencies

snb_get_annual_exchange_rates

Annual average rates, data from 1980

snb_get_balance_sheet

SNB Bilanz positions in millions CHF (monthly)

snb_convert_currency

Convert any amount to CHF using official SNB rates

Phase 2 β€” Generic Cube Tools

Tool

Description

snb_get_cube_data

Generic access to any SNB cube by ID

snb_get_cube_metadata

Inspect dimensions and filter values of any cube

Phase 3 β€” Warehouse API (Banking Statistics) and Balance of Payments

Tool

Description

snb_get_banking_balance_sheet

Banking balance sheets by bank group (monthly/annual, assets/liabilities)

snb_get_banking_income

Banking income statements by bank group (annual)

snb_get_balance_of_payments

Balance of payments and international investment position (quarterly)

snb_get_warehouse_data

Generic access to any SNB Warehouse cube by ID

snb_get_warehouse_metadata

Inspect dimensions and last update of a Warehouse cube

Resources (static catalogs)

Discovery aids served as MCP resources rather than tools so they don't crowd the tool manifest:

URI

Description

data://snb/currencies

All 27 currency IDs with labels and units

data://snb/balance-sheet-positions

Asset and liability position IDs

data://snb/cubes

All verified Cube-API IDs (Phase 1–2) + discovery guide

data://snb/warehouse-cubes

Available Warehouse cube IDs (BSTA)

data://snb/bank-groups

All 12 bank group IDs with labels

Example Use Cases

Query

Tool

"What is the current EUR/CHF rate?"

snb_get_exchange_rates

"Convert CHF 10,000 to USD"

snb_convert_currency

"Show SNB gold reserves over the last year"

snb_get_balance_sheet

"What is the current SNB policy rate?"

snb_get_cube_data (cube: snbgwdzid)

"How do SNB, Fed and ECB rates compare?"

snb_get_cube_data (cube: snboffzisa)

"What is the SARON 3M compound rate?"

snb_get_cube_data (cube: zirepo)

"How fast is M3 money supply growing?"

snb_get_cube_data (cube: snbmonagg)

"Total assets of all Swiss banks?"

snb_get_banking_balance_sheet

"Income statement of cantonal banks?"

snb_get_banking_income (bank_group: G10)

"Switzerland's balance of payments?"

snb_get_balance_of_payments

"Which cubes are available?"

resource data://snb/cubes

β†’ More use cases by audience β†’


Safety & Limits

Aspect

Details

Access

Read-only (readOnlyHint: true) β€” the server cannot modify or delete any data

Personal data

No personal data β€” all sources are aggregated, public macroeconomic statistics

Rate limits

SNB Warehouse API has WAF protection (HTTP 503 after ~100 rapid requests); the server retries automatically with exponential backoff (max 3 retries, delays 2/4/8s)

Timeout

15 seconds per API call

Authentication

No API keys required β€” both APIs (/api/cube/ and /api/warehouse/cube/) are publicly accessible

Data source

Swiss National Bank β€” data.snb.ch

Terms of Service

Subject to SNB's Terms of Use and Copyright; data is free for non-commercial use with source attribution


Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”     β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Claude / AI   │────▢│     Swiss SNB MCP         │────▢│     data.snb.ch      β”‚
β”‚   (MCP Host)    │◀────│     (MCP Server)          │◀────│                      β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚                           β”‚     β”‚  /api/cube/ (JSON)   β”‚
                        β”‚  16 Tools                 β”‚     β”‚  /api/warehouse/     β”‚
                        β”‚  Stdio | SSE              β”‚     β”‚  Public Β· No Auth    β”‚
                        β”‚                           β”‚     β”‚                      β”‚
                        β”‚  Phase 1: dedicated tools β”‚     β”‚  Exchange rates      β”‚
                        β”‚  Phase 2: generic cubes   β”‚     β”‚  Balance sheet       β”‚
                        β”‚  Phase 3: warehouse +     β”‚     β”‚  Interest rates      β”‚
                        β”‚           banking stats   β”‚     β”‚  Banking statistics  β”‚
                        β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜     β”‚  Balance of payments β”‚
                                                          β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Cube Discovery Pattern

The SNB API follows a consistent cube-based structure. Read the data://snb/cubes resource to explore verified cube IDs, then snb_get_cube_metadata to inspect dimensions before querying with snb_get_cube_data. Phase 3 adds the Warehouse API (/api/warehouse/cube/) for granular banking statistics β€” start from the data://snb/warehouse-cubes and data://snb/bank-groups resources.


Project Structure

swiss-snb-mcp/
β”œβ”€β”€ src/
β”‚   └── swiss_snb_mcp/
β”‚       β”œβ”€β”€ __init__.py
β”‚       β”œβ”€β”€ server.py       # Core tools and FastMCP server (Phase 1–2 + BoP)
β”‚       └── warehouse.py    # Warehouse API tools (Phase 3: banking statistics)
β”œβ”€β”€ tests/
β”‚   β”œβ”€β”€ test_unit.py                # respx-mocked unit tests (run in CI)
β”‚   β”œβ”€β”€ test_live_scenarios.py      # 20 live scenarios for Phase 1–2 (nightly)
β”‚   └── test_live_warehouse.py      # 20 live scenarios for Phase 3 (nightly)
β”œβ”€β”€ pyproject.toml          # Build configuration (hatchling)
β”œβ”€β”€ CHANGELOG.md
β”œβ”€β”€ CONTRIBUTING.md
β”œβ”€β”€ LICENSE
β”œβ”€β”€ README.md               # This file (English)
└── README.de.md            # German version

Known Limitations

  • Exchange rates: Monthly averages only β€” no intraday or daily rates available via this API

  • Balance sheet: Monthly data; some positions may have a publication lag of 1–2 months

  • Cube access: Cube IDs are not officially documented by the SNB β€” read the data://snb/cubes resource for verified IDs

  • Historical depth: Coverage varies by series; exchange rates go back to 1980, some interest rate series start later

  • No forecasts: All data is historical/realised β€” SNB does not publish forecasts via this API


Testing

# Unit tests (no API key required)
PYTHONPATH=src pytest tests/ -m "not live"

# Integration tests (live SNB API)
PYTHONPATH=src pytest tests/ -m "live"

Changelog

See CHANGELOG.md


Contributing

See CONTRIBUTING.md for guidelines on reporting issues, suggesting new SNB cube IDs, and contributing code.


License

MIT License β€” see LICENSE


Author

Hayal Oezkan Β· github.com/malkreide


A
license - permissive license
-
quality - not tested
B
maintenance

Maintenance

–Maintainers
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7wRelease cycle
2Releases (12mo)

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