Sovereign Debt Contagion MCP Server

Sovereign fiscal stress assessment and contagion modeling for credit analysts, macro hedge funds, and development finance institutions. This MCP server orchestrates 8 data sources spanning IMF, World Bank, OECD, UN COMTRADE, FRED, exchange rate data, and GDACS disaster alerts to produce Sovereign Stress Index scores (0-100), model trade-channel contagion networks, estimate currency crisis probabilities, and assess disaster-fiscal vulnerability interactions.

What data can you access?

Data Point	Source
Sovereign debt, GDP, inflation, fiscal balance data	IMF World Economic Outlook
Development indicators and governance scores	World Bank Indicators
Economic and fiscal statistics	OECD Statistics
Bilateral trade flows for contagion channel modeling	UN COMTRADE
Real-time foreign exchange rates	Exchange Rate Tracker
Historical FX data for crisis pattern matching	Historical Exchange Rates
US and global economic indicators	FRED Economic Data
Natural disaster alerts and impact estimates	GDACS Disaster Alerts

MCP Tools

Tool	Price	Description
sovereign_stress_assessment	$3.00	Sovereign Stress Index (0-100): debt-to-GDP, inflation, governance, interest rate environment
contagion_network_analysis	$3.00	Trade-channel contagion transmission modeling with HHI concentration scoring
currency_crisis_probability	$3.00	Currency crisis probability from exchange rate volatility and historical pattern matching
fiscal_headroom_analysis	$3.00	Fiscal headroom: debt capacity, deficit trends, interest burden, policy space
disaster_fiscal_vulnerability	$3.00	Disaster-fiscal vulnerability: natural hazard exposure vs fiscal buffer strength
compare_sovereign_risks	$3.00	Multi-dimensional sovereign risk comparison with composite scoring and verdict
regional_contagion_scenario	$5.00	Full sovereign risk report across all 8 sources with INVESTMENT_GRADE to DEFAULT_RISK verdict

Data Sources

• IMF World Economic Outlook -- Sovereign debt ratios, GDP growth, inflation, fiscal balance, current account, and reserve adequacy data
• World Bank Indicators -- Governance effectiveness, political stability, poverty rates, and development indicators
• OECD Statistics -- Economic, fiscal, and financial data for OECD member and partner countries
• UN COMTRADE -- Bilateral trade flow data used to construct trade-channel contagion networks
• Exchange Rate Tracker -- Real-time FX rates for currency vulnerability assessment
• Historical Exchange Rates -- Historical FX data enabling crisis pattern matching against known precursors
• FRED Economic Data -- US Treasury spreads, interest rates, and global macro indicators
• GDACS Disaster Alerts -- Natural disaster events for fiscal vulnerability interaction analysis

How the scoring works

The MCP produces four scoring dimensions that combine into a composite sovereign risk assessment:

Sovereign Stress Index (0-100) evaluates fiscal health from debt-to-GDP ratio, fiscal balance trajectory, current account position, FX reserve adequacy, and GDP growth momentum. Higher scores indicate greater fiscal stress and debt sustainability risk.

Contagion Network Graph models how stress in one country propagates to trading partners via trade flow channels. Uses UN COMTRADE bilateral trade data to build a directed network graph. HHI concentration scoring identifies countries with dangerous trade partner concentration.

Currency Crisis Probability matches current exchange rate dynamics against historical crisis precursor patterns. Analyzes FX volatility, reserve depletion velocity, and current account deterioration to estimate crisis probability.

Disaster-Fiscal Vulnerability Score assesses the interaction between natural disaster exposure and fiscal buffer strength. Countries with high disaster risk and low fiscal headroom face compounding vulnerability where disasters trigger fiscal crises.

Verdict	Interpretation
INVESTMENT_GRADE	Low stress, adequate reserves, stable governance
WATCH	Moderate stress, some vulnerabilities, monitor closely
SPECULATIVE	Elevated stress, limited fiscal headroom
DISTRESSED	High stress, currency pressure, contagion risk
DEFAULT_RISK	Critical stress, imminent default or crisis probability

How to connect this MCP server

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "sovereign-debt-contagion": {
      "url": "https://sovereign-debt-contagion-mcp.apify.actor/mcp"
    }
  }
}

Programmatic (HTTP)

curl -X POST https://sovereign-debt-contagion-mcp.apify.actor/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"sovereign_stress_assessment","arguments":{"country":"Turkey"}},"id":1}'

This MCP also works with Cursor, Windsurf, Cline, and any other MCP-compatible client.

Use cases for sovereign debt intelligence

Sovereign Credit Analysis

Generate quantified stress index scores as an alternative to traditional rating agency analysis. Identify fiscal deterioration earlier than rating actions by monitoring leading indicators.

Currency Crisis Early Warning

Model currency crisis probability for emerging market FX positions. Historical pattern matching identifies when current dynamics resemble pre-crisis conditions.

Trade-Channel Contagion Mapping

Map how sovereign stress propagates through trade relationships. Identify portfolio exposure to contagion chains where stress in one country cascades to trading partners.

Development Finance Lending Assessment

Assess fiscal headroom and debt sustainability before sovereign lending decisions. Quantify how much additional debt a country can absorb without crossing stress thresholds.

Disaster-Fiscal Compound Risk

Identify countries where natural disaster exposure compounds fiscal vulnerability. Climate-exposed small island states with limited fiscal buffers face the highest compound risk.

Regional Contagion Scenario Planning

Model full regional contagion scenarios to understand how a sovereign crisis in one country would propagate across a region through trade and financial channels.

How much does it cost?

This MCP uses pay-per-event pricing. You are only charged when a tool is called.

The Apify Free plan includes $5 of monthly platform credits.

Example Use	Approximate Cost
Stress assessment for one country	$3.00
Currency crisis probability check	$3.00
Full regional contagion scenario (all 8 sources)	$5.00
Monthly monitoring of 5 countries	~$25.00

How it works

1. You provide a country name or ISO code via any MCP client
2. The MCP runs up to 8 Apify actors in parallel querying IMF, World Bank, OECD, UN COMTRADE, exchange rate services, FRED, and GDACS
3. Scoring models process the combined data -- Sovereign Stress Index, Contagion Network, Currency Crisis Probability, and Disaster-Fiscal Vulnerability are computed
4. Structured JSON is returned with composite scores, verdicts, signals, and supporting macroeconomic data

FAQ

Q: Does this replace sovereign credit ratings? A: No. This provides quantified signals from public macroeconomic data to complement traditional credit analysis. It can identify deterioration earlier than rating actions.

Q: How current is the macroeconomic data? A: Data is fetched live from IMF, World Bank, OECD, and FRED at query time. These databases update at varying frequencies -- some quarterly, some annually. Exchange rate data is near real-time.

Q: Can I compare multiple countries? A: Yes. Use compare_sovereign_risks for multi-dimensional comparison or run sovereign_stress_assessment for individual countries and compare scores.

Q: Does it cover frontier markets? A: Coverage depends on IMF and World Bank data availability. Most countries with sovereign debt markets have adequate data. Very small frontier markets may have limited indicator coverage.

Q: Is it legal to use this? A: All data sources are public international databases maintained by multilateral organizations. See Apify's guide on web scraping legality.

Q: Can I combine this with other MCPs? A: Yes. Use alongside the Municipal Fiscal Intelligence MCP for sub-sovereign credit analysis or the Investment Alternative Data MCP for macro regime classification.

Related MCP servers

MCP Server	Description
ryanclinton/municipal-fiscal-intelligence-mcp	Municipal bond credit risk assessment
ryanclinton/investment-alternative-data-mcp	Macro regime classification and alternative data
ryanclinton/systemic-risk-contagion-mcp	Financial system cascade failure simulation

Integrations

This MCP server is built on the Apify platform and supports:

• Apify API for programmatic sovereign risk monitoring
• Scheduled runs via Apify Scheduler for recurring country assessments
• Webhooks for triggering alerts when stress indices exceed thresholds
• Integration with 200+ Apify actors for extending macroeconomic data coverage