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Roc Mcp Server

sugar-co-dev/roc-mcp-server

If you're running a TikTok Shop brand or evaluating creator commerce opportunities, this connects Claude to Return on Creators benchmark data spanning 100+ brands and $20M+ in processed GMV. You get eight tools covering category benchmarks (median GMV, AOV, engagement rates), ROC projection calculators with vertical-specific coefficients, creator profile matching, content format rankings, commission guidance, brand fit scoring, shop readiness assessments, and amplifier program gap analysis. Supports beauty, CPG, fashion, wellness, home, and supplements categories. Responses include confidence levels and cite specific data sources like the syncly TikTok Affiliate Playbook and 360om commission benchmarks. Useful when you need actual numbers to size creator programs or justify TikTok Shop investment.

tools: 8
transport: SSE
last updated: Apr 17, 2026

Tools

8 tools

Public tool metadata for what this MCP can expose to an agent.

roc_get_category_benchmarksMedian + top-quartile GMV, AOV, creator activation rates, and top content formats by category

Median + top-quartile GMV, AOV, creator activation rates, and top content formats by category

No parameter schema in public metadata yet.

roc_calculate_projected_rocCalculate projected Return on Creators multiple with vertical-specific coefficients

Calculate projected Return on Creators multiple with vertical-specific coefficients

No parameter schema in public metadata yet.

roc_get_creator_profileIdeal creator tier, engagement benchmarks, match scoring rubric, and recruitment targets

Ideal creator tier, engagement benchmarks, match scoring rubric, and recruitment targets

No parameter schema in public metadata yet.

roc_get_content_formatsHighest-converting TikTok content formats ranked by GMV contribution

Highest-converting TikTok content formats ranked by GMV contribution

No parameter schema in public metadata yet.

roc_get_commission_guidanceMarket-rate commission guidance with tiered structure and sample strategy

Market-rate commission guidance with tiered structure and sample strategy

No parameter schema in public metadata yet.

roc_analyze_brand_fitFull brand fit analysis — fit score, blockers, expected GMV range

Full brand fit analysis — fit score, blockers, expected GMV range

No parameter schema in public metadata yet.

roc_get_tiktok_shop_readinessReadiness score with prioritized action plan for TikTok Shop launch

Readiness score with prioritized action plan for TikTok Shop launch

No parameter schema in public metadata yet.

roc_get_amplifier_fitCreator program gap analysis — constraints, projections, weekly priority actions

Creator program gap analysis — constraints, projections, weekly priority actions

No parameter schema in public metadata yet.

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Readme

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

View the full README on GitHub

Details

Repository: github.com/sugar-co-dev/roc-mcp-server
Website: returnoncreators.com
Categories: Finance & Commerce, Media & Entertainment
Transport: SSE
Registry: MCP registry, active

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