Roc Server

Creator commerce intelligence for TikTok Shop brands — powered by Return on Creators.

Built on the Model Context Protocol, this server gives AI assistants real benchmark data from 100+ TikTok Shop brands and $20M+ GMV processed.

Tools

Tool	Description
roc_get_category_benchmarks	Median + top-quartile GMV, AOV, creator activation rates, and top content formats by category
roc_calculate_projected_roc	Calculate projected Return on Creators multiple with vertical-specific coefficients
roc_get_creator_profile	Ideal creator tier, engagement benchmarks, match scoring rubric, and recruitment targets
roc_get_content_formats	Highest-converting TikTok content formats ranked by GMV contribution
roc_get_commission_guidance	Market-rate commission guidance with tiered structure and sample strategy
roc_analyze_brand_fit	Full brand fit analysis — fit score, blockers, expected GMV range
roc_get_tiktok_shop_readiness	Readiness score with prioritized action plan for TikTok Shop launch
roc_get_amplifier_fit	Creator program gap analysis — constraints, projections, weekly priority actions

Categories Supported

beauty · cpg · fashion · wellness · home · supplements

Running the Server

HTTP (default)

npm install
npm start
# Server runs at http://localhost:3000/mcp

stdio

TRANSPORT=stdio npm start

Custom port

PORT=8080 npm start

Connecting to Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "roc": {
      "command": "node",
      "args": ["/absolute/path/to/roc-mcp-server/src/index.js"],
      "env": { "TRANSPORT": "stdio" }
    }
  }
}

Connecting via HTTP

Use any MCP client that supports Streamable HTTP transport:

http://localhost:3000/mcp

Response Envelope

Every tool response includes:

{
  "result": { ... },
  "confidence": "high",
  "dataSource": "RoC platform data — 100+ brands, $20M+ GMV processed",
  "dataAsOf": "2026-Q1",
  "disclaimer": "Estimates based on RoC platform benchmarks. Actual results vary by brand, execution quality, and market conditions."
}

Data Sources

Benchmarks sourced from:

• RoC platform data (100+ brands, $20M+ GMV)
• syncly.app TikTok Affiliate Playbook 2026
• 360om.agency commission benchmark analysis
• accio.com TikTok Shop US Top Categories 2025
• redstagfulfillment.com AOV data 2025
• marketingltb.com TikTok Shop Stats 2025

Data as of: 2026-Q1

License

MIT

mcp-name: io.github.sugar-co-dev/roc-mcp-server