"Understanding Perplexity" matching MCP servers:

• HORIZON SHIELD KIRA

  ogasurfproject-jpg

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  Audits Japanese construction and renovation estimates for overcharge. Fair price ranges by work type, red flag checks for sales tactics, and signed recomputable verdicts. Backed by the open JCCDB dataset (65,729 items, CC BY 4.0).

  Last updated 2026-07-25

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  MIT