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85
Agent Ready
Agentic Readiness Score
+25 llms.txt +20 ai-plugin missing +10 MCP
data llms-txtai-pluginopenapiapiai

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Agentic Ready 85/100

            

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