Aviation Safety Risk MCP Server

Aircraft and airline compliance intelligence for AI agents via the Model Context Protocol. This MCP server orchestrates 8 data sources covering safety defect databases, disaster alerts, weather systems, sanctions watchlists, corporate registries, and federal airworthiness directives to deliver airline safety scoring, maintenance compliance indexing, route weather risk rating, sanctions exposure screening, and a composite Aviation Risk Score (0-100) for fleet-level risk assessment.

What data can you access?

Data Point	Source	Coverage
Safety defect and recall pattern data	NHTSA Vehicle Safety	US safety records
Disaster events affecting aviation	FEMA Disaster Alerts	All US disasters
Severe weather impacting flight operations	NOAA Weather Alerts	US and global
Treasury SDN list for sanctioned entities	OFAC Sanctions Search	Global sanctions
Multi-jurisdiction watchlist screening	OpenSanctions Search	100+ watchlists
Airline ownership and operator verification	OpenCorporates	140+ jurisdictions
Airworthiness directives and safety rulemakings	Federal Register	All federal actions
Government aviation safety datasets	Data.gov	US aviation data

MCP Tools

Tool	Price	Description
airline_safety_assessment	$5.00	Complete aviation safety assessment across all 8 sources: defects, weather, sanctions, maintenance. Returns composite Safety Score.
maintenance_compliance_check	$5.00	Maintenance compliance audit: airworthiness directives, safety bulletins, mandatory inspections from Federal Register and safety databases.
route_weather_risk	$5.00	Route weather risk assessment: thunderstorms, turbulence, icing, volcanic ash, and visibility conditions from NOAA and FEMA.
aircraft_sanctions_screen	$5.00	Screen airline or operator against OFAC SDN, OpenSanctions, and corporate registries for sanctions and ownership risk.
airworthiness_directive_tracker	$5.00	Track airworthiness directives from Federal Register: emergency ADs, mandatory inspections, and unsafe condition notifications.
incident_pattern_analysis	$5.00	Incident pattern analysis: safety defect trends, recall patterns, and regulatory action frequency with scoring.
compare_airlines	$5.00	Airline comparison data: safety score, maintenance compliance, and sanctions exposure for benchmarking.
fleet_risk_report	$12.00	Full fleet risk report using all 8 data sources. Returns composite Aviation Risk Score (0-100).

Data Sources

• NHTSA Vehicle Safety -- Safety defect and recall pattern data adapted for aviation safety trend analysis (defect severity, recall count, critical failure indicators)
• FEMA Disaster Alerts -- Federal Emergency Management Agency disaster declarations affecting aviation infrastructure and route operations
• NOAA Weather Alerts -- National Oceanic and Atmospheric Administration severe weather advisories impacting flight safety
• OFAC Sanctions Search -- US Treasury Specially Designated Nationals list screening for sanctioned airlines and operators
• OpenSanctions Search -- Consolidated multi-jurisdiction watchlist screening covering 100+ international sanctions programs
• OpenCorporates -- Corporate registry data across 140+ jurisdictions for airline ownership verification and operator structure
• Federal Register -- Airworthiness directives, safety rulemakings, enforcement actions, and regulatory guidance
• Data.gov -- US government aviation safety datasets and incident databases

How the scoring works

Six scoring models cover different dimensions of aviation risk.

Airline Safety Composite Score analyzes defect severity, recall count, critical failure indicators, and regulatory action density from safety databases and Federal Register data.

Maintenance Compliance Index measures airworthiness directive count, emergency directive frequency, and mandatory inspection status. Higher AD counts and emergency directives indicate greater compliance burden.

Route Weather Risk Rating evaluates active severe weather alerts, turbulence probability, icing conditions, visibility factors, and disaster-related airspace impacts from NOAA and FEMA.

Sanctions Exposure Flag combines OFAC and OpenSanctions match confidence with corporate ownership chain analysis. Any OFAC match triggers immediate elevated risk status.

Airworthiness Directive Impact Score measures emergency AD count, affected fleet size, and unsafe condition severity from Federal Register data.

Composite Aviation Risk Score (0-100):

Score Range	Level	Action
0-20	LOW	Standard operational clearance
21-40	MODERATE	Enhanced monitoring recommended
41-60	ELEVATED	Operational review required
61-80	HIGH	Senior management approval required
81-100	CRITICAL	Operations suspension recommended

How to connect this MCP server

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "aviation-safety-risk": {
      "url": "https://aviation-safety-risk-mcp.apify.actor/mcp"
    }
  }
}

Programmatic (HTTP)

curl -X POST https://aviation-safety-risk-mcp.apify.actor/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"route_weather_risk","arguments":{"route":"JFK to LAX"}},"id":1}'

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

Use cases for aviation safety intelligence

Aviation Insurance Underwriting

Score airline and fleet risk for policy underwriting and premium setting. The fleet_risk_report provides a composite risk score across safety, maintenance, weather exposure, and sanctions.

MRO Provider Compliance Monitoring

Track airworthiness directives and maintenance compliance for MRO planning with airworthiness_directive_tracker. Monitor emergency ADs and mandatory inspection schedules by aircraft type.

Aircraft Lessor Due Diligence

Screen potential lessees for sanctions risk with aircraft_sanctions_screen before executing lease agreements. Combine with airline_safety_assessment for comprehensive operator risk profiles.

Regulatory Oversight and Fleet Benchmarking

Use compare_airlines to benchmark safety performance across operators. The incident_pattern_analysis tool identifies emerging defect trends and regulatory action patterns.

Route Planning Risk Assessment

Assess route-specific weather risk with route_weather_risk for operational planning. Monitor weather patterns, disaster impacts, and airspace restrictions affecting specific corridors.

Aviation Security Compliance

Screen operators and entities against OFAC, OpenSanctions, and international watchlists for aviation security compliance requirements.

How much does it cost?

This MCP server uses pay-per-event pricing with no subscription fees.

Individual tools cost $5.00 per call. The comprehensive fleet_risk_report costs $12.00 because it runs all 8 data sources and applies all scoring models.

The Apify Free plan includes $5 of monthly platform credits, covering 1 standard tool call at no cost.

Example costs:

• Route weather risk check for North Atlantic: $5.00
• Full fleet risk report for an airline: $12.00
• Sanctions screening for 3 operators: $15.00

How it works

1. Your AI agent calls a tool via MCP (e.g., airline_safety_assessment with an airline name)
2. The server dispatches parallel queries to all relevant Apify actors (up to 8 sources for comprehensive tools)
3. Safety records, weather data, sanctions matches, AD history, and corporate data are collected
4. Scoring algorithms analyze defect patterns, weather severity, sanctions matches, and compliance metrics
5. A structured JSON response is returned with composite scores and dimensional breakdowns

All data sources are queried in parallel. Response time is 30-120 seconds depending on tool complexity.

FAQ

Q: Does this access FAA databases directly? A: It accesses Federal Register airworthiness directives and Data.gov aviation datasets. For direct FAA SDRS/SDR data, specialized aviation databases provide deeper coverage.

Q: Is the safety data real-time? A: Weather data is near real-time via NOAA. Regulatory data (ADs, safety actions) reflects published Federal Register entries. Historical incident analysis uses the most recent available data.

Q: Can this replace aviation safety management systems? A: No. This provides intelligence to supplement safety management processes. Aviation safety decisions should involve qualified aviation safety professionals and regulatory compliance teams.

Q: How are sanctions matches handled? A: Any OFAC SDN match triggers CRITICAL sanctions exposure status. OpenSanctions matches are scored by confidence level. False positive risk is noted -- human review of matches is recommended.

Q: Is it legal to use this data? A: All data sources are publicly available US government databases. See Apify's guide on web scraping legality.

Q: Can I set up recurring monitoring? A: Yes. Use Apify Schedules for periodic fleet risk reports and Apify Webhooks for automated alerts when risk scores change.

Related MCP servers

MCP Server	Focus
drone-uas-regulatory-intelligence-mcp	UAS airspace compliance and regulatory tracking
counterparty-due-diligence-mcp	Corporate KYB screening for aviation entities
digital-infrastructure-exposure-mcp	Cyber risk assessment for aviation IT systems

Integrations

This MCP server runs on the Apify platform and supports:

• Scheduling -- Set up recurring fleet risk monitoring via Apify Schedules
• Webhooks -- Trigger alerts when new airworthiness directives or sanctions matches appear
• API access -- Call tools directly via the Apify API for integration into aviation safety systems
• Dataset export -- Export results as JSON, CSV, or Excel for safety reports and audit trails