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meacheal-aiMCP SERVER · OFFICIAL PROJECT

MRC Data

Chinese apparel suppliers and fabrics with the declared figure and the independently measured figure side by side.

by meacheal-ai ↗Company Registries & Business Intelligence Data✓ Official

LABSCO SUMMARY

The gap between declared and verified is the whole product.

Discovery-only supplier data is easy to come by; what is scarce is a second, independently measured number next to the claim, and that is what these records carry. The verified_dims score is the field to build on — an agent can be told to skip anything below a threshold rather than treating every listing as equally solid. Pricing is per-day request quota, so plan bulk comparison work around the tier you are on.

What it is

A hosted MCP server over a Chinese apparel supply-chain dataset: roughly 3,000 manufacturers, 350+ lab-tested fabrics and 170+ industrial clusters across 31 provinces. Every supplier and fabric record carries both what the supplier declared and what was independently measured, plus a verified_dims score showing how many of eight verification dimensions have been checked.

What you get

  • Three search tools that filter without a lookup table — search_suppliers by province, type, capacity, compliance status and quality score; search_fabrics by category, weight in gsm, composition and price; search_clusters by province, specialization and scale
  • Full records on demand: get_supplier_detail and get_fabric_detail return the complete profile including lab measurements, certifications and market access
  • Cross-references that answer follow-up questions in one call — get_supplier_fabrics, get_fabric_suppliers, get_cluster_suppliers, plus compare_suppliers and compare_clusters for side-by-side reads
  • detect_discrepancy, which surfaces exactly where a declared value diverges from the tested one, sorted by the size of the gap
  • Sourcing help rather than raw rows: recommend_suppliers, find_alternatives, check_compliance against a target export market, estimate_cost and analyze_market
  • A slim mode of three tools — search_suppliers, search_fabrics and get_stats — for agents on a tight context budget

Requirements

A free API key from the vendor's apply page, sent as a bearer token. The primary route is the hosted endpoint https://api.meacheal.ai/mcp over Streamable HTTP, pasted into any client's MCP config with an Authorization header; claude mcp add --transport http does the same in one command. An npm launcher also exists — npx mrc-data with MRC_API_KEY set — and the same data is available over a REST API with an OpenAPI 3.1 spec. The free tier allows 100 requests per day.

Setup effort

One command plus a key — MRC_API_KEY=<YOUR_MRC_API_KEY> npx mrc-data

See installation options