MRC Data — China'S Apparel Supply Chain Infrastructure
Look up Chinese apparel suppliers, fabrics, and regional clusters from your coding agent while scoping an apparel or DTC brand.
Overview
MRC Data is an MCP server for the Idea phase that lets agents query China apparel suppliers, fabrics, and cluster data via Meacheal’s API.
What is this MCP server?
- 1,000+ apparel suppliers indexed for agent lookup
- 350+ fabric records with searchable metadata
- 170+ regional industry clusters in China
- Remote streamable-http endpoint at api.meacheal.ai/mcp
- Free tier: 100 API calls per day with Bearer API key
- 1,000+ suppliers in dataset
- 350+ fabrics in dataset
- 170+ industry clusters in dataset
What problem does it solve?
Validating an apparel idea means hunting fragmented supplier and fabric intel across spreadsheets and trade sites instead of asking your agent in one place.
Who is it for?
Indie founders or small teams researching China-based apparel sourcing, fabrics, or cluster specialization before they prototype or order samples.
Skip if: Builders outside fashion or physical goods who need general market research, CRM, or non-apparel supplier databases.
What do I get? / Deliverables
After you register an API key, your agent can pull supplier, fabric, and cluster answers from a single MCP connection while you scope the line.
- Agent-queryable supplier, fabric, and cluster facts from the MRC dataset
- Structured sourcing answers embedded in your research notes or specs
Recommended MCP Servers
Journey fit
Supply-chain discovery belongs in Idea when you are still choosing what to sell and where to source before you commit to a full build. Research subphase covers supplier, material, and cluster facts that inform positioning and feasibility.
How it compares
Vertical apparel supply-chain data API over MCP, not a generic competitor-research or web-browsing skill.
Common Questions / FAQ
Who is ai.meacheal/mrc-data for?
Solo builders and small brands scoping apparel or DTC fashion who want agent-accessible China supplier and fabric data during early research.
When should I use ai.meacheal/mrc-data?
Use it in the Idea phase while you compare fabrics, regions, and factory options before you validate MOQs, pricing, and production partners.
How do I add ai.meacheal/mrc-data to my agent?
Apply for an API key at api.meacheal.ai/apply, then configure the remote MCP URL https://api.meacheal.ai/mcp with Authorization Bearer {api_key} in Claude Desktop, Cursor, or another MCP client.