Roc Mcp Server

io.github.sugar-co-devPublished by GitHub account sugar-co-devv1.0.0Updated Oct 24, 2026

Creator commerce intelligence for TikTok Shop brands — benchmarks, ROC calculator, and brand fit.

VerifiedSSEWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Remote MCP server giving assistants TikTok Shop creator-commerce benchmarks, ROC projections, commission guidance and brand-fit analysis.

What you can do
  • Retrieve category benchmarks such as median and top-quartile GMV, AOV and creator activation rates
  • Calculate projected Return on Creators multiples using vertical-specific coefficients
  • Get creator profiles with ideal tier, engagement benchmarks and match scoring rubrics
  • Rank highest-converting TikTok content formats and get market-rate commission guidance
  • Run brand fit analysis, TikTok Shop readiness scoring and creator program gap analysis
When to use it
Useful for TikTok Shop brands, agencies or creators in beauty, CPG, fashion, wellness, home or supplements who want benchmark-backed planning, commission and creator-recruitment guidance, or a readiness check before launching.
Requirements
A remote SSE endpoint with OAuth authentication required. No environment variables or headers are declared. The README also documents running it locally with Node.js via npm, but no package is declared in the manifest.
Before you install
All outputs are estimates from platform benchmarks and third-party sources, with a disclaimer that actual results vary; data is stated as of 2026-Q1. OAuth sign-in is required, so an account is involved. Treat figures as planning inputs, not guarantees.

Installation

In SourceWeft

  1. Open Roc Mcp Server in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via SSE. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.sugar-co-dev%2Froc-mcp-server/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "roc": {
      "type": "sse",
      "url": "https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp"
    }
  }
}

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

ToolDescription
roc_get_category_benchmarksMedian + top-quartile GMV, AOV, creator activation rates, and top content formats by category
roc_calculate_projected_rocCalculate projected Return on Creators multiple with vertical-specific coefficients
roc_get_creator_profileIdeal creator tier, engagement benchmarks, match scoring rubric, and recruitment targets
roc_get_content_formatsHighest-converting TikTok content formats ranked by GMV contribution
roc_get_commission_guidanceMarket-rate commission guidance with tiered structure and sample strategy
roc_analyze_brand_fitFull brand fit analysis — fit score, blockers, expected GMV range
roc_get_tiktok_shop_readinessReadiness score with prioritized action plan for TikTok Shop launch
roc_get_amplifier_fitCreator program gap analysis — constraints, projections, weekly priority actions

Categories Supported

beauty · cpg · fashion · wellness · home · supplements

Running the Server

HTTP (default)

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

stdio

bash
TRANSPORT=stdio npm start

Custom port

bash
PORT=8080 npm start

Connecting to Claude Desktop

Add to your claude_desktop_config.json:

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:

json
{  "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

Source: README.md at commit dfda698

Tools

0
This server asks for a credential such as an API key, so SourceWeft could not read its tools without one and has not indexed them.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts