Server data from the Official MCP Registry
Europe systems engine: what a site depends on, and what-if strikes, outages and price shocks
About
Europe systems engine: what a site depends on, and what-if strikes, outages and price shocks
Remote endpoints: streamable-http: https://kairom.world/mcp
Security Report
Valid MCP server (1 strong, 1 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry.
Endpoint verified · Requires authentication · 1 issue found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Found in Source Code
Found by scanning the linked source code. This listing connects to a hosted endpoint, so none of this runs on your machine: it describes what the server software does where it is hosted.
How to Connect
Remote Plugin
No local installation needed. Your AI client connects to the remote endpoint directly.
Add this to your MCP configuration to connect:
{
"mcpServers": {
"world-kairom-kairom": {
"url": "https://kairom.world/mcp"
}
}
}Documentation
View on GitHubFrom the project's GitHub 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.
- Endpoint:
https://kairom.world/mcp(MCP Streamable HTTP, OAuth 2.1 with PKCE) - Tools: 21, all read-only (list in TOOLS.md)
- API reference: https://kairom.world/docs (REST:
/api/tools/*,/api/v2, OpenAPI at https://kairom.world/openapi-tools.json) - Public demo (no sign-up, read-only, three fictional companies): https://kairom.world/app/i#OIMI983P1F34O8tFtwct7Ah2MbxHwpwxKppUYakWlKo
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
- What does the plant at Pol. Malpica, Zaragoza depend on, and where are its single points of failure?
- Run a 5-day strike at the Port of Valencia and show what is hit first.
- For my company project, which cross-system chains can hurt us and which can help us? (
get_system_map) - What changed this week around my sites? (
recent_changes) - 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) · pau@kairom.world · https://kairom.world · Legal and privacy: https://kairom.world/legal
Documentation in this repository: CC BY 4.0.
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