QuoteScore MCP server

Score a contractor, home service or auto repair quote for pricing fairness from inside ChatGPT, Claude, or any client that speaks the Model Context Protocol. Free, and no account is required.

Endpoint

https://quotescore.ai/mcp

Streamable HTTP transport, JSON-RPC 2.0, no authentication.

Tools

score_repair_quote
Paste a quote and get a 0 to 100 fairness score, the fair range for each line, and the specific red flags. Scored against 14,000+ regional pricing benchmarks and thousands of real submitted quotes.

get_trade_benchmarks
Fairness statistics per trade: how many quotes scored, the average and median, and the share that came in overpriced.

Privacy

The quote text is analyzed and its aggregate pricing is retained so the benchmarks improve. No name, address, phone number or email is stored. Full policy at quotescore.ai/privacy.

Where the numbers come from

The published dataset behind every benchmark is free to reuse with attribution: benchmarks.csv (CC BY 4.0), documented at quotescore.ai/dataset, with the full study at The 2026 Repair Quote Report.

It checks price, not workmanship. It cannot tell you whether a contractor does good work, only whether the number is normal.

Check a quote on the website instead