# cultural-intelligence

The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 dimensions — from dark academia to k-beauty to quiet luxury. 3,154 autonomous agents update intelligence every 48 hours. 9…

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add sincetomorrow/cultural-intelligence

# Browse available tools
npx -y @smithery/cli@latest tool list sincetomorrow/cultural-intelligence

# Get full schema for a tool
npx -y @smithery/cli@latest tool get sincetomorrow/cultural-intelligence recommend_products

# Call a tool
npx -y @smithery/cli@latest tool call sincetomorrow/cultural-intelligence recommend_products '{}'
```

## Direct MCP Connection

Endpoint: `https://cultural-intelligence--sincetomorrow.run.tools`

**Optional config:**
- `language` (query) — Preferred language for cultural intelligence responses
- `max_products` (query) — Maximum products per recommendation response

## Tools (14)

- `recommend_products` — Get culturally-aligned product recommendations for any aesthetic world. Returns brands with affiliate links, commerce g…
- `lookup_world` — Get full 193-dimension profile for a cultural world (e.g., dark-academia, quiet-luxury, cottagecore)
- `ask_culture` — Ask any question about culture and get an intelligence briefing with bridge data, commerce gaps, and dimensional analys…
- `trending` — Get what's trending in culture right now — velocity, signals, convergence alerts from Reddit + Google Trends + bot dema…
- `compare_worlds` — Compare two cultural worlds across all 193 dimensions — shared bridges, divergent identity, dimensional distance
- `brand_position` — Look up any brand's cultural position across aesthetics — which worlds it appears in, dimension profile, competitive la…
- `search` — Search for cultural worlds matching a query
- `cultural_pulse` — Live cultural dashboard — surging worlds, convergence alerts, vendor activity, system status
- `gap_predictions` — Browsable LIGO prediction surface — active commerce gaps sorted by score with 90-day accuracy tracking
- `creator_match` — Match creators to brands using 193-dimensional cultural resonance — not follower count. Returns top creators for a bran…
- `creator_deploy` — Generate a complete creator deployment package — GRWM script, hook, soundtrack, products, 7-day calendar, predicted CTR…
- `audience_segment` — Generate a full ad-targeting audience segment for any cultural world — addressable size, platform distribution, targeti…
- `ad_creative_brief` — Generate an exact creative spec for a specific platform + product + aesthetic world. Returns: hook line, format, durati…
- `media_pyramid` — Algorithm #18: PYRAMID — Media Monetisation Routing. Returns the full 5-tier vertical kit stack for any cultural coordi…

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get sincetomorrow/cultural-intelligence <tool-name>
```

## Resources

- `sincetmw://worlds` — 504,472 aesthetic worlds with 193-dimension scoring across fashion, music, film, food, fragrance, and commerce
- `sincetmw://agents` — 3,154 autonomous cultural intelligence agents with structured skill packages
- `sincetmw://ligo` — Active commerce gap predictions with 90-day accuracy tracking and closed-loop verification

## Prompts (3)

- `style-me` (aesthetic, budget) — Get a complete styling recommendation for any aesthetic world with products, brands, and cultural context
- `brand-analysis` (brand) — Analyze a brand's cultural position — which aesthetics it spans, its dimensional profile, and competitive landscape
- `find-gaps` — Discover commerce gaps and product opportunities across cultural worlds using LIGO prediction data