scout/ agents
Get an API key
For AI agents & LLMs

Scout, for agents.
Company intelligence your AI can call.

Point Claude or any LLM at Scout and it can look up Nordic companies, read explainable scores and pull signal timelines — with machine-readable docs and MCP tools built in.

Connect via MCP Read llms.txt

Machine-readable entry points

Everything an agent needs to self-serve. No human in the loop.

llms.txtCurated agent guide — start here llms-full.txtEvery endpoint with full examples openapi.jsonOpenAPI 3.1 — authoritative spec /v1/docsSwagger UI — interactive ai-plugin.jsonPlugin manifest Try it ↗Run live requests in your browser

Connect via MCP

Add Scout to Claude in 30 seconds (any plan): in claude.ai go to Settings → Connectors → “Add custom connector”, paste https://mcp.scout.jakvab.se and approve — Scout signs you in and issues your key automatically (OAuth). Then try:

  • ”Hitta mjukvarubolag i Skåne som anställer just nu — vem kontaktar jag?”
  • ”Jämför de tre hetaste byggbolagen i Stockholm och föreslå vilket jag ska ringa först.”
  • ”Bevaka bolag som vinner offentliga upphandlingar i Västra Götaland och visa veckans träffar.”

For Claude Desktop / Code or any other MCP client, paste the config below.

claude_desktop_config.json
// Streamable HTTP MCP — add to Claude Desktop / Code (or any MCP client).
{
  "mcpServers": {
    "scout": {
      "url": "https://mcp.scout.jakvab.se",
      "headers": { "Authorization": "Bearer $SCOUT_KEY" }
    }
  }
}

The MCP server exposes search_companies, get_company, get_signals plus Scout Radar (create_watch, list_watches, preview_watch) — thin wrappers over the REST API, using your API key.

Canonical tasks

The handful of calls that cover most agent jobs. Base URL https://api.scout.jakvab.se/v1, auth Authorization: Bearer <key>.

GET/companies/NO/923609016Look up a company by org number → entity + ai_summary + scores
GET/companies/NO/923609016/signalsIts signal timeline (new_ceo, hiring, funding…)
POST/search{"query":"logistics companies hiring in Oslo","limit":10}
GET/companies/{id}Look up by internal id (cmp_<COUNTRY><orgnr>)
example.sh
curl https://api.scout.jakvab.se/v1/companies/NO/923609016 \
  -H "Authorization: Bearer $SCOUT_KEY"

{
  "legal_name": "EQUINOR ASA",
  "ai_summary": "Norwegian energy company…",
  "scores": { "buying": 0.35 },
  "why": "based_on_signal_ids: […]"
}

Every score carries an explanation and based_on_signal_ids — cite them, don't guess. NO is live; SE/DK/FI are coming. Free tier: 10 requests/day, ≤100 objects/response (X-RateLimit-* headers).