MC LookUp
Know Every Carrier. Trust Every Load.
Details
- External ID
- 1249998
- Source
- PH
- Company
- —
- Product
- MC LookUp
- Website domain
- producthunt.com
- Launched
- Sept. 15, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- SaaS, Delivery, Data
- Fetched at
- Sept. 16, 2026, 1:16 a.m.
- Updated at
- Sept. 16, 2026, 1:16 a.m.
Description
MC LookUp is a comprehensive carrier verification platform built for the U.S. logistics industry.
Enrichment
- Theme
- Model Context Protocol developer tools
- Vertical
- Logistics
- Function
- Compliance & governance
- Audience
- B2B
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- carrier verification lookup tool for freight brokers
- Manually corrected
- False
Could you build this?
Partial The search UI is simple, but aggregating, cleaning, and continuously syncing 4.4M carrier records across 7 federal FMCSA databases while implementing custom chameleon carrier detection algorithms requires substantial data pipeline engineering.
What it would actually take: The backend needs automated ETL pipelines (Python/Airflow or temporal.io) that daily ingest and normalize massive federal datasets from FMCSA (MCMIS, SMS BASIC, Census, L&I operating authority, crash registries). The core complexity is the proprietary 'chameleon detection' engine, which computes graph entity resolution to detect fraudulent trucking companies operating under new MC numbers by matching historical addresses, phone numbers, VINs, and officer names. This requires graph databases (Neo4j) or heavy PostgreSQL full-text/fuzzy indexing alongside freight compliance domain knowledge.
Competitors
Other products that read as similar to this one — 33 launches clear the similarity bar, closest 8 shown.
Attention rank: #19 of 34 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 302 days after the earliest competitor.
- Carrier 90 · ph · 2026-09-16 · 1 upvotes · similarity 0.50
- CarrierTrail · ph · 2026-09-29 · 2 upvotes · similarity 0.45
- MCPShip · ph · 2026-09-12 · 3 upvotes · similarity 0.42
- Domain Search MCP · hn · 2025-12-26 · 6 upvotes · similarity 0.42
- MasterID · ph · 2026-09-28 · 2 upvotes · similarity 0.38
- mcp-audit-tool · github · 2026-09-26 · 120 upvotes · similarity 0.37
- Pocket Logistics · ph · 2026-09-23 · 3 upvotes · similarity 0.37
- shopify-mcp.github.io · github · 2026-09-21 · 9 upvotes · similarity 0.37
Other launches for this product
- No other launches for this product.
Same idea, different domain
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