广告合作
MCP.so
登录

Pandemic Supply Chain Cascade MCP Server

@apifyforge

代码仓库主页文档

基本信息

分类

其他

许可证

MIT

认证方式

oauth

作者

apifyforge

关于 Pandemic Supply Chain Cascade MCP Server

Pandemic Supply Chain Cascade MCP is a Model Context Protocol server for pharmaceutical supply chain disruption modelling during health emergencies.

Pandemic Supply Chain Cascade MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "pandemic-supply-chain-cascade-mcp": {
      "url": "https://ryanclinton--pandemic-supply-chain-cascade-mcp.apify.actor/mcp"
    }
  }
}

Pandemic Supply Chain Cascade MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

此服务需要认证，获取工具列表可能需要登录或使用服务提供方的凭据。

点击上方按钮,直接连接服务器端点实时获取工具列表。

概览

What is Pandemic Supply Chain Cascade?

Pandemic Supply Chain Cascade is a Model Context Protocol (MCP) server for pharmaceutical supply chain disruption modelling during health emergencies. It gives AI agents eight analytical tools built on six quantitative algorithms, grounded in live data from 15 public-data actors, to compute shortage risk, supply-demand crossover timing, and critical preparedness gaps.

How to use Pandemic Supply Chain Cascade?

Add the server’s endpoint URL and your Apify API token to your MCP client configuration (e.g., Claude Desktop, Cursor, Windsurf). Then ask your AI agent to call any of the eight tools—for example, “predict drug shortage risk for amoxicillin”—and the server returns structured JSON results.

Key features of Pandemic Supply Chain Cascade

  • Pharma supply chain hypergraph construction with typed nodes and edges
  • Substitutability scoring per entity with single-source dependency flags
  • Concentration risk per drug computed as 1/alternative manufacturer paths
  • Buldyrev interdependent network percolation for cascading disruption
  • SEIR-supply coupling ODE model over a 120-day horizon
  • Bond percolation shortage prediction with probability and severity rating

Use cases of Pandemic Supply Chain Cascade

  • Government and public health emergency preparedness analysis
  • Pharmaceutical company supply chain resilience assessment
  • Healthcare investment and pipeline risk evaluation
  • Regulatory and compliance reporting for drug shortage prevention
  • AI agent supply chain monitoring workflows with periodic assessments
  • Academic and policy research on pandemic preparedness scenarios

常见问题

1

What data sources does Pandemic Supply Chain Cascade use?

It analyses data from 15 public sources including clinical trials (Clinical Trial Tracker), biomedical literature (PubMed), global health indicators (WHO), adverse drug events (openFDA), European medicines registry (EMA), FDA recalls, global disaster alerts (GDACS), weather warnings (NOAA), seismic activity (USGS), air quality anomalies (OpenAQ), international trade (UN COMTRADE), macroeconomic indicators (IMF), development indicators (World Bank), and corporate registry (OpenCorporates).

2

How do I connect Pandemic Supply Chain Cascade to an AI agent?

Obtain the Standby URL from the Apify Console (pattern: `https://[actor-standby-host]/mcp`), add your Apify API token as a Bearer Authorization header, and configure the endpoint in your MCP client (e.g., Claude Desktop, Cursor, Cline). The server uses Streamable HTTP transport at `POST /mcp`.

3

What is the pricing model for Pandemic Supply Chain Cascade?

Pricing is pay-per-tool-call at $0.040–$0.050 per call with no subscription or minimum commitment. Budget controls can be set in the Apify Console to limit per-run spending.

4

Does Pandemic Supply Chain Cascade require an API key?

Yes, an Apify API token must be passed as the `Authorization: Bearer YOUR_API_TOKEN` header for authentication.

5

What analytical tools does Pandemic Supply Chain Cascade provide?

It provides eight tools: `map_drug_supply_chain`, `predict_drug_shortage`, `compute_geographic_concentration_risk`, `assess_research_pipeline_risk`, `generate_preparedness_report`, and tools for SEIR-supply coupling, Granger causality early warning, and bond percolation. A full list is in the server’s tool reference.

评论

其他 分类下的更多 MCP 服务器

Klarix Intelligence Engine

Klarix

B2B competitive intelligence, live sales battlecards, 5-axis ICP prospect fit scoring, and tech stack teardowns over MCP and REST with cited public-web evidence.

Senso MCP for Joomla

sensomedia

Senso MCP turns a Joomla 5 or 6 site into a remote MCP server. It runs inside Joomla itself (no extra server, no Node.js bridge) and is secured with OAuth 2.1 and Joomla's own ACL. The free pack lets an AI assistant crea

Soar Flight Booking MCP

Soar Flight Booking MCP is a remote MCP server available at https://mcp.soar.flights.

DeepMark

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

🚀 Model Context Protocol (MCP) Curriculum for Beginners

microsoft

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,

16.7K
广告合作