Kairom

world.kairom由 kairom.world 发布官方发布者v1.0.0更新于 Nov 4, 2026

Europe systems engine: what a site depends on, and what-if strikes, outages and price shocks

已验证Streamable HTTP可网页运行云端与基础设施数据与分析

概览

AI 生成的概览

远程 Kairom 服务器，让助手梳理欧洲某站点或企业所依赖的系统，并对这些系统运行假设性冲击模拟。

可以做什么
  • 梳理某站点或企业在电力、燃料、电信、网络、交通、供应商、分行业经济、人员与事件、卫生、监管等方面的依赖
  • 运行假设性冲击，如罢工、供应商断供、停电或通信中断、网络事件、价格与监管冲击、人群事件和自然灾害
  • 获取可能伤害或帮助项目的跨系统链条地图
  • 查看所关注站点周边近期发生的变化
  • 查询某国当日电价并与近几日对比
  • 每项结果都附带状态、数据时点、来源、注意事项和区间
适用场景
适合分析师、规划人员以及风险或供应链团队，用来了解欧洲某工厂、港口或企业如何暴露于跨系统中断，并在深入研究前筛选假设情景。
运行要求
通过 Streamable HTTP 连接远程 MCP 端点，使用 OAuth 2.1（PKCE），无需本地安装。需要 Kairom 工作区邀请链接或登录；试点工作区可用工作区 API 密钥作为 Bearer 令牌。需能访问该托管服务。
安装前请注意
结果仅供决策参考：多数图层目前为筛查级别，模拟给出的是区域经济产出而非企业自身账目，官方预警优先。工具均为只读，每个密钥只能读取自己的工作区。按密钥或连接设有速率限制。日志保留工具名、密钥 ID 前缀和约 1 公里精度的位置。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Kairom，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/world.kairom%2Fkairom/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "kairom": {
      "type": "http",
      "url": "https://kairom.world/mcp"
    }
  }
}

README

Kairom MCP server

Kairom is a complex-systems data, simulation and decision engine for Europe. Ask what a site or a company depends on (power, fuel, telecom, cyber, roads, rail and ports, suppliers, economy by sector, people and events, health, regulation) and run what-if shocks through those systems: strikes, supplier failure, power or telecom outages, cyber incidents, price and regulation shocks, crowd events, and natural hazards as one input among many.

This repository holds the documentation and the registry metadata of the remote Kairom MCP server. The server itself is hosted; there is nothing to install or run.

Connect

Claude (Free, Pro, Max): Settings → Connectors → Add custom connector → https://kairom.world/mcp → Add → Connect. On the Kairom page that opens, paste the demo link above (or your own invite link). One-click: Add Kairom to Claude. Team and Enterprise: an Owner adds it under Organization settings → Connectors.

ChatGPT (Plus, Pro, Business, Enterprise): Settings → Apps & Connectors → Advanced settings → turn on Developer mode → Create → name "Kairom", URL https://kairom.world/mcp → sign in with the demo link.

Claude Code:

claude mcp add --transport http kairom https://kairom.world/mcp

Any other MCP client that supports remote servers with OAuth (Cursor, VS Code, Cline, ...): add a remote/HTTP server with the URL https://kairom.world/mcp; the client opens the Kairom sign-in page. See llms-install.md.

API key instead of OAuth: workspace keys (Authorization: Bearer kw_...) are issued from the app's API keys page for pilot workspaces.

What to ask

  1. What does the plant at Pol. Malpica, Zaragoza depend on, and where are its single points of failure?
  2. Run a 5-day strike at the Port of Valencia and show what is hit first.
  3. For my company project, which cross-system chains can hurt us and which can help us? (get_system_map)
  4. What changed this week around my sites? (recent_changes)
  5. What is the electricity price in Spain today against the last 7 days?

How to read the answers

Every result carries status (validated / screening / experimental), as_of, sources and caveats, and ranges (p10-p90 or 90 %) where the engine has them. Most layers are screening today: orders of magnitude, not validated forecasts. Simulation results are regional economic output (GVA) over the run, not a company's own accounts. Decision support only: no tool takes an action, and official warnings and operators' notices take precedence.

Limits and privacy

  • Rate limits per key or connection (HTTP 429 with Retry-After); the demo link has a per-visitor limit.
  • Each key or connection only ever reads its own workspace. The demo link cannot edit anything or use the AI layer.
  • Logs keep the tool name, a key id prefix and positions rounded to about 1 km; never request bodies, addresses or tokens.
  • Data comes from open sources with attribution: https://kairom.world/api/v1/attribution

Contact

Pau, Kairom (Barcelona) · [email protected] · https://kairom.world · Legal and privacy: https://kairom.world/legal

Documentation in this repository: CC BY 4.0.

来源：README.md，提交 7fa55d0

工具

0
该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v1.0.0最新Oct 14, 2026

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