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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

Related MCP server: pricepilot-mcp

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

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
1Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

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