Kairom MCP server
online · 68% uptimeworld.kairom/kairom·v1.0.0Europe systems engine: what a site depends on, and what-if strikes, outages and price shocks
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If you have run it, two minutes of your experience saves the next person an afternoon.
Kairom tools
Tool list not cached yet. `describe` through the gateway fetches it live.
Public scan report
scanner v0.1.10 · 2026-10-29 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 239ms (auth required)20/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityOAuth resource metadata advertised on 40115/15
- Maintenancelast push 15 days ago15/15
- Maintainer identityendpoint served from the registry-verified namespace domain8/10
How Kairom compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 97/100
- higher than 98% of 48,255 servers
- Uptime
- 68%
- of our recent checks; the typical remote server answers 100%
- Response time
- 396 ms
- faster than 37% of 30,031 servers
Install Kairom in Claude Code, Cursor or VS Code
claude mcp add --transport http kairom https://kairom.world/mcp
What the publisher says
From the Kairom repository's README, as published. We do not edit it. Read it on GitHub
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/mcpAny 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? (getsystemmap)
- 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), asof, 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.
Nothing above is checked by us. What we check is on the safety report.
Grade history
- 2026-10-29restoreD → Ascore 97
- 2026-10-27downgradeA → Dscore 47: Remote endpoint did not respond
Kairom: common questions
- Is Kairom MCP server safe?
- Yes, by our scan: it is graded A (97/100). Read the Kairom safety report
- How do I install Kairom?
- It runs remotely at kairom.world. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Kairom need an API key?
- No key to paste: it signs you in with OAuth when your client connects.
- Is Kairom maintained?
- The last commit was 21 days ago (2026-10-14). The latest release is v1.0.0.
- Is Kairom up?
- 68% of our last 28 checks got an answer. We check remote servers about four times a day.
- How does Kairom compare with other MCP servers?
- safety score 97/100 (higher than 98% of 48,255 servers); uptime 68% (of our recent checks; the typical remote server answers 100%); response time 396 ms (faster than 37% of 30,031 servers). Full comparison.