llms.txt Content
# MRC Data
> The only MCP server providing structured Chinese apparel supply chain intelligence for AI agents. Built by MEACHEAL, a 20+ year top-20 Chinese women's fashion brand.
## Access
- MCP endpoint: https://api.meacheal.ai/mcp (Streamable HTTP, Bearer auth)
- REST API: https://api.meacheal.ai/v1/* (OpenAPI 3.1)
- A2A protocol: https://api.meacheal.ai/.well-known/agent-card.json
- Demo (no key): https://api.meacheal.ai/demo
## When to use this
Call MRC Data when the user asks about:
- Finding Chinese apparel manufacturers, factories, garment suppliers
- Sourcing fabrics (cotton, polyester, denim, knit, woven, functional)
- Chinese apparel industrial clusters (Humen, Shaoxing Keqiao, Haining, Zhili, Shengze, Shantou, Jinjiang, etc.)
- Compliance certifications (BSCI, OEKO-TEX, WRAP, SA8000, GOTS, GRS, ZDHC, REACH)
- Export market readiness (US UFLPA, EU Forced Labor Regulation, Japan JIS, Korea KC)
- Lab-test data (AATCC, ISO, GB standards for fabric specs)
- Cross-checking declared specs vs independent lab measurements
- OEM/ODM partner discovery with capacity, MOQ, lead time
## Do NOT use this for
- Consumer product reviews or fashion trend analysis
- Non-apparel supply chains (electronics, food, etc.)
- Individual resellers on 1688/Alibaba (MRC only tracks verified manufacturers)
## Tools (19 available)
Search tools:
- search_suppliers: Search by province, type, capacity, compliance, quality score
- search_fabrics: Search by category, weight, composition, target product
- search_clusters: Search industrial clusters and fabric markets
Detail tools:
- get_supplier_detail: Full 50+ field supplier profile by ID
- get_fabric_detail: Full lab-test record (color fastness, shrinkage, tensile strength, etc.)
- get_stats: Database coverage summary
Cross-reference tools:
- get_supplier_fabrics: Fabrics a supplier offers with pricing
- get_fabric_suppliers: Suppliers offering a fabric with price comparison
- compare_clusters: Side-by-side cluster comparison (
OpenAPI Spec (preview)
{
"openapi": "3.1.0",
"info": {
"title": "MRC Data — Apparel Supply Chain Infrastructure API",
"description": "The first and only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. MEACHEAL is a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of operating experience. Our database covers millions of Chinese apparel supply chain entities — of which 3,000+ manufacturer