io.github.sugar-co-dev/roc-mcp-server

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

0 tools GitHub

No known CVEs

No license

Actively maintained

Last commit 0d ago

Untested

Transport:

0 tools

Grade F

Marketing

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Untested on Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-sugar-co-dev-roc-mcp-server": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-sugar-co-dev-roc-mcp-server)](https://mcppedia.org/s/io-github-sugar-co-dev-roc-mcp-server)

Read me

What io.github.sugar-co-dev/roc-mcp-server does

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

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

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Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

22/100across 5 weighted dimensions

How we score →

0255075100

−78

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

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Frequently Asked Questions

Is io.github.sugar-co-dev/roc-mcp-server safe to use?: io.github.sugar-co-dev/roc-mcp-server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.sugar-co-dev/roc-mcp-server?: io.github.sugar-co-dev/roc-mcp-server can be installed by cloning its GitHub repository and following the setup instructions in the README.
Is io.github.sugar-co-dev/roc-mcp-server actively maintained?: io.github.sugar-co-dev/roc-mcp-server is actively maintained — last commit was 0 days ago.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

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

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

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." }

Frequently Asked Questions

Is io.github.sugar-co-dev/roc-mcp-server safe to use?

io.github.sugar-co-dev/roc-mcp-server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.sugar-co-dev/roc-mcp-server?

io.github.sugar-co-dev/roc-mcp-server can be installed by cloning its GitHub repository and following the setup instructions in the README.

Is io.github.sugar-co-dev/roc-mcp-server actively maintained?

io.github.sugar-co-dev/roc-mcp-server is actively maintained — last commit was 0 days ago.

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

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

Response Envelope

Every tool response includes:

io.github.sugar-co-dev/roc-mcp-server

Install in your client

What io.github.sugar-co-dev/roc-mcp-server does

Test This Server

Why this score

22/100across 5 weighted dimensions

Security

Help improve this page

Reviews

Frequently Asked Questions

Similar servers

Discussion

io.github.sugar-co-dev/roc-mcp-server

Install in your client

What io.github.sugar-co-dev/roc-mcp-server does

Test This Server

RoC MCP Server

Tools

Categories Supported

Running the Server

HTTP (default)

stdio

Custom port

Connecting to Claude Desktop

Connecting via HTTP

Response Envelope

Data Sources

License

Why this score

22/100across 5 weighted dimensions

Security

Help improve this page

Reviews

Frequently Asked Questions

Similar servers

Discussion

RoC MCP Server

Tools

Categories Supported

Running the Server

HTTP (default)

stdio

Custom port

Connecting to Claude Desktop

Connecting via HTTP

Response Envelope

Data Sources

License