carrierscore

CarrierScore MCP Server

FMCSA motor-carrier risk intelligence for AI agents, over the Model Context Protocol.

CarrierScore answers "how risky is this carrier, and what was knowable about it on a given date?" for freight brokers and AI booking/dispatch agents. It builds longitudinal risk scores (0–100, higher = riskier) and timestamped carrier-selection evidence reports ("Montgomery files") from daily archives of public FMCSA / US DOT safety data: census, inspections, crashes, out-of-service orders, operating authority, and insurance filings.

Website: carrierscore.io · Agent docs: carrierscore.io/llms.txt

Hosted endpoint (recommended)

No install needed — a hosted Streamable HTTP MCP endpoint is live:

https://mcp.carrierscore.io/mcp

Keyless requests get a rate-limited free tier (lookups, scores, text evidence reports). Paid tiers add carrier-list monitoring, structured JSON evidence reports, and higher volume — see pricing. Paid tiers authenticate with an X-API-Key header (or CARRIERSCORE_API_KEY when self-hosting).

Tools

Tool	What it does
carrier_lookup	Carrier identity by US DOT number: legal name, DBA, operating status, FMCSA safety rating, fleet size, address, registration dates. Use first to confirm a DOT is real and matches the rate confirmation.
carrier_score	The CarrierScore risk score (0–100, higher = riskier) with full component breakdown, hard flags (active OOS order, no active insurance, reincarnated-carrier link), and data-sufficiency indicator.
montgomery_file	Timestamped carrier-selection evidence report — the documented artifact a broker retains at the moment of booking (post Montgomery v. Caribe Transport II). Text format on the free tier; JSON on paid tiers.
monitor_carriers	Batch score summary + flags for up to 100 DOT numbers per call — screen candidates for a load or re-check an active roster.

Connect from a client

Claude Code

claude mcp add --transport http carrierscore https://mcp.carrierscore.io/mcp

Claude Desktop / claude.ai

Settings → Connectors → Add custom connector → URL https://mcp.carrierscore.io/mcp.

Cursor

.cursor/mcp.json:

{
  "mcpServers": {
    "carrierscore": {
      "url": "https://mcp.carrierscore.io/mcp"
    }
  }
}

Generic MCP client (Streamable HTTP)

{
  "mcpServers": {
    "carrierscore": {
      "type": "streamable-http",
      "url": "https://mcp.carrierscore.io/mcp"
    }
  }
}

Self-hosting

The server in this repo is a thin Streamable HTTP client over the CarrierScore REST API (https://api.carrierscore.io).

npm install
npm run build
CARRIERSCORE_API_URL=https://api.carrierscore.io npm start
# MCP endpoint: POST http://127.0.0.1:8322/mcp

Environment variables:

Variable	Default	Purpose
CARRIERSCORE_API_URL	http://127.0.0.1:8321	Base URL of the CarrierScore REST API
CARRIERSCORE_API_KEY	(unset)	Optional API key for paid tiers; unset = rate-limited free tier
PORT	8322	Port for the MCP HTTP endpoint (POST /mcp)

Disclaimer

CarrierScore scores are computed statistical indicators built from public FMCSA data under a documented, transparent methodology (population percentiles plus hard flags). They are not safety fitness determinations, are not endorsed by FMCSA, and do not substitute for a carrier's official safety rating or your own judgment. Every score and evidence report embeds this disclaimer — retain it when storing or quoting results.

License

MIT © SYMBOLIQ LLC. Contact: business@colesprout.com