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Pandemic Supply Chain Cascade MCP

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Pay per event + usage

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Pandemic Supply Chain Cascade MCP

Pandemic Supply Chain Cascade MCP

MCP intelligence server for pandemic supply chain cascade detection and analysis.

Pricing

Pay per event + usage

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Developer

ryan clinton

ryan clinton

Maintained by Community

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2

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1

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7 days ago

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An MCP server for pandemic-aware pharmaceutical supply chain disruption modelling. Uses hypergraph topology, coupled SEIR-supply ODEs, and percolation theory to model drug shortage cascades. Orchestrates 15 Apify actors.

Tools (8)

#ToolDescription
1map_drug_supply_chainMap pharma supply chain as hypergraph with criticality scoring
2simulate_disruption_cascadeCoupled SEIR-supply ODE cascade simulation (Euler forward)
3predict_drug_shortagePercolation theory-based drug shortage probability prediction
4assess_research_pipeline_riskClinical trial supply chain vulnerability during pandemics
5detect_early_warning_signalsLeading indicators: demand surges, disasters, outbreaks, recalls
6compute_geographic_concentration_riskHHI-based manufacturing geographic concentration risk
7identify_substitution_pathwaysTherapeutic substitutes via Jaccard disease-treatment similarity
8generate_preparedness_reportComprehensive preparedness assessment with recommendations

Actors (15)

ActorPurpose
Clinical Trial TrackerActive clinical trials
WHO GHOGlobal health indicators
PubMed Research SearchBiomedical literature
openFDA Drug EventsAdverse drug events
EMA Medicines SearchEuropean medicines registry
FDA Food Recall MonitorFood safety recalls
FDA Device Recall SearchMedical device recalls
GDACS Disaster AlertsGlobal disaster alerts
NOAA Weather AlertsWeather warnings
USGS Earthquake SearchSeismic activity
UN COMTRADEInternational trade flows
OpenAQ Air QualityAir quality data
IMF Economic DataMacroeconomic indicators
World Bank IndicatorsDevelopment indicators
OpenCorporatesCorporate registry

Source Groups

  • clinical — Clinical trials, PubMed
  • health — WHO GHO, openFDA drug events
  • pharma — EMA, FDA food/device recalls
  • trade — UN COMTRADE
  • environment — GDACS, NOAA, USGS, OpenAQ
  • macro — IMF, World Bank
  • corporate — OpenCorporates

Pricing

EventPrice
map-drug-supply-chain$0.045
simulate-disruption-cascade$0.050
predict-drug-shortage$0.045
assess-research-pipeline-risk$0.045
detect-early-warning-signals$0.045
compute-geographic-concentration-risk$0.045
identify-substitution-pathways$0.040
generate-preparedness-report$0.050

Usage

npm install
npm run build
npm start # Port 3029

MCP Endpoints

  • GET /sse — SSE transport
  • POST /messages?sessionId=... — SSE message handler
  • POST /mcp — Streamable HTTP transport
  • GET /health — Health check