io.github.sugar-co-dev/roc-mcp-server
Creator commerce intelligence for TikTok Shop brands — benchmarks, ROC calculator, and brand fit.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport sse roc-mcp-server 'https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp'{
"mcpServers": {
"roc-mcp-server": {
"type": "sse",
"url": "https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp"
}
}
}Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
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/mcpstdio
TRANSPORT=stdio npm startCustom port
PORT=8080 npm startConnecting 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/mcpResponse 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
Frequently asked questions
What is io.github.sugar-co-dev/roc-mcp-server?
Creator commerce intelligence for TikTok Shop brands — benchmarks, ROC calculator, and brand fit.
How do I install io.github.sugar-co-dev/roc-mcp-server?
It runs as a remote server. In Claude Code: claude mcp add --transport sse roc-mcp-server 'https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does io.github.sugar-co-dev/roc-mcp-server need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is io.github.sugar-co-dev/roc-mcp-server open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains io.github.sugar-co-dev/roc-mcp-server?
It is published by sugar-co-dev. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.