Roc MCP Server

Name: Roc MCP Server
Author: sugar-co-dev

by sugar-co-devversion 1.0.0i★ –iRuns in the cloud

Registry nameio.github.sugar-co-dev/roc-mcp-server

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: SSE
Category: Online shops & payments

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp

Run this in your terminal

claude mcp add --transport sse roc https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://roc-mcp-jvutdol4j-ro-ct-eam.vercel.app/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account sugar-co-dev, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Online shops & paymentsi

More stars than 0% of the other 1751 servers in this category
Published to the registry more recently than 6% of the other 1751 servers in this category
Basic checks equal to or better than 100% of the other 1751 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Roc MCP Server safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 7 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spree Commerce: open-source B2B and marketplace ecommerce, Stripe MCP, MCP Cn Commerce

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Install

MCP Cn Commerce

by TonyWang-hub

8 read-only MCP platform entries; support is operation-specific; merchant live acceptance pending

Runs on your computer★ 96MITUpdated 28 days ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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

Roc MCP Server

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Online shops & paymentsi

Common questions

Alternatives

Spree Commerce: open-source B2B and marketplace ecommerce

Stripe MCP

MCP Cn Commerce

README from the maker

RoC MCP Server

Tools

Categories Supported

Running the Server

HTTP (default)

Server runs at http://localhost:3000/mcp

stdio

Custom port

Connecting to Claude Desktop

Connecting via HTTP

Response Envelope

Data Sources

License