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

MCPcommunitylive
v1.0.0io.github.sugar-co-devUnknownUpdated 5mo agoGitHub

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

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. ------|-------------| | Median + top-quartile GMV, AOV, creator activation rates, and top content formats by category | | Calculate projected Return on Creators multiple…

Endpoint healthlive
checked 7 days ago · 34ms · auth required
100% of the last 5 checks reached this endpoint
Works in
ClaudeCursorCopilotGemini

Inferred from the transports this listing declares (sse). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
1GitHub stars
5mo agoLast update
Package
Authorio.github.sugar-co-dev
LicenseUnknown
Version1.0.0
Sourcemcp-registry
GitHubsugar-co-dev/roc-mcp-server
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
→ Publisher: run `forge publish` from the repo to claim ownership
—Domain verification+0/10
→ Not currently available for this listing type — the domain-verification check only runs for npm-backed packages today, so this row cannot be earned here yet regardless of what's hosted at the domain.
✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface8 tools · none privileged
Security scan✓ CleanvHEAD · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

8 tools · none privileged
Statically extracted from the published packagevHEAD · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

roc_get_category_benchmarksNo description published

This tool published no description. Forge does not invent one.

roc_calculate_projected_rocNo description published

This tool published no description. Forge does not invent one.

roc_get_creator_profileNo description published

This tool published no description. Forge does not invent one.

roc_get_content_formatsNo description published

This tool published no description. Forge does not invent one.

roc_get_commission_guidanceNo description published

This tool published no description. Forge does not invent one.

roc_analyze_brand_fitNo description published

This tool published no description. Forge does not invent one.

roc_get_tiktok_shop_readinessNo description published

This tool published no description. Forge does not invent one.

roc_get_amplifier_fitNo description published

This tool published no description. Forge does not invent one.

0 of 8 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

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. ------|-------------| | Median + top-quartile GMV, AOV, creator activation rates, and top content formats by category | | Calculate projected Return on Creators multiple with vertical-specific coefficients | | Ideal creator tier, engagement benchmarks, match scoring…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

8 tools · none privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

This entry publishes no npm package, so Forge has no dependency tree for it. That is a gap in coverage — not a statement that it has no dependencies.