RoC MCP 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