MRC Data

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. Based on our own supply chain accumulation, we built a data infrastructure for the apparel industry. Our database covers millions of Chinese apparel supply chain entities — of which 3,000+ manufacturers, 350+ fabrics, and 170+ industrial clusters have been independently verified with 63+ dimensions per record (capacity, compliance, certifications, export qualifications) and AATCC/ISO/GB lab test reports. Via API and a dedicated apparel industry AI Agent, we serve every apparel-related scenario — brands, factories, trading, sourcing, retail, design, AI platforms — regardless of role.

Every record includes a verified_dims score (e.g. "5/8") showing exactly which dimensions have been verified.

Install

Get a free API key at api.meacheal.ai/apply -- instant, no waiting.

Claude Desktop

{
  "mcpServers": {
    "mrc-data": {
      "url": "https://api.meacheal.ai/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Cursor / VS Code / Cline / Windsurf / JetBrains / Zed

Same JSON format -- paste into your client's MCP config file.

Claude Code

claude mcp add --scope user --transport http mrc-data \
  https://api.meacheal.ai/mcp \
  --header "Authorization: Bearer YOUR_API_KEY"

npx (no install needed)

MRC_API_KEY=your_key npx mrc-data

REST API

curl https://api.meacheal.ai/v1/suppliers?province=guangdong \
  -H "Authorization: Bearer YOUR_API_KEY"

OpenAPI 3.1 spec: api.meacheal.ai/openapi.json

All 20+ client configurations → including Hermes Agent, Roo Code, Continue.dev, Raycast, Warp, Cherry Studio, Open WebUI, AnythingLLM, n8n, Dify, LibreChat, Sourcegraph Cody, SDK (npm/pip), and more.

Pricing

| Tier | Daily requests | Price | |---|---|---| | Free | 100 | $0 | | Pro | 5,000 | $29/mo | | Team | 20,000 | $99/mo | | Enterprise | 100,000 | $499/mo |

What's inside

| Dataset | Records | Highlights | |---|---|---| | Suppliers | ~3,000 | Capacity, certifications (OEKO-TEX / WRAP / SA8000 / GOTS / Bluesign), brand partnerships, GPS coordinates | | Fabrics | 350+ | AATCC / ISO / GB lab-tested specs: weight, composition, fastness, shrinkage, tensile strength | | Clusters | 170+ | Humen, Shaoxing Keqiao, Haining, Zhili, Shengze, Shantou, Jinjiang, and more | | Supplier-Fabric links | 2,000+ | Which suppliers offer which fabrics, with pricing |

Available tools

19 tools organized into 4 categories. Full reference: docs/tool-reference.md

Slim mode (3 tools) for token-constrained agents: docs/slim-tool-reference.md

| Category | Tools | |---|---| | Search | search_suppliers, search_fabrics, search_clusters | | Detail | get_supplier_detail, get_fabric_detail, get_stats | | Cross-reference | get_supplier_fabrics, get_fabric_suppliers, compare_clusters, compare_suppliers, get_cluster_suppliers | | Intelligence | detect_discrepancy, check_compliance, recommend_suppliers, find_alternatives, estimate_cost, analyze_market, get_product_categories, get_province_distribution |

Example queries

Ask your AI agent:

• "Find BSCI-certified denim manufacturers in Guangdong with monthly capacity over 30,000 pieces"
• "What is the largest knit fabric cluster in Zhejiang and what is the average labor cost?"
• "Compare Humen, Shaoxing Keqiao, and Haining clusters on supplier count and rent"
• "Show me all cotton twill fabrics under 200 gsm with OEKO-TEX certified suppliers"

Try without a key

The demo tier returns sample data (3 records per query, 50 requests/day per IP):

curl https://api.meacheal.ai/demo

Links

| | | |---|---| | Homepage | meacheal.ai | | API docs | api.meacheal.ai/docs | | Interactive demo | api.meacheal.ai/demo | | OpenAPI spec | api.meacheal.ai/openapi.json | | All client configs | docs/all-clients.md | | Design principles | docs/design-principles.md | | Full tool reference | docs/tool-reference.md | | Slim tool reference | docs/slim-tool-reference.md | | Integrations | docs/integrations.md |

Registry listings:

| Platform | Link | |---|---| | MCP Registry | ai.meacheal/mrc-data | | Smithery | meacheal-ai/mrc-data | | PulseMCP | mrc-data | | Glama | mrc-data | | mcp.run | mrc-data | | MCPmarket | mrc-data |

Source attribution

All tool responses include attribution: "MRC Data (meacheal.ai)". Please cite Source: MRC Data (meacheal.ai) when using this data.

Author

MEACHEAL Research Center -- Independent research and data infrastructure for China's apparel industry.

meacheal.ai -- [email protected]

License

Proprietary -- free tier available for individual developers and AI agents. See terms of service.

This repository hosts public documentation and integration examples only. Source code is not included.