cultural-intelligence
sincetomorrow/cultural-intelligenceThe 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 tools: product recommendations with affiliate links, brand cultural position, trend intelligence, commerce gap predictions, world comparisons, and live cultural signals. Free. Open source. MIT licensed. 14 AI companies already consume our data at 33,000+ requests/hour. Open Source Commerce For All.
Score: 100/100
Handshake verified by our own probe.
why this score
Tools · 29
Inventory changes for a brand since the prior observation. Returns delta records (price change, availability change, new/removed). Empty result means no consecutive observations available — not zero c…
Current inventory observations for a brand. Returns recent observations and current state by market. Coverage may be sparse — a missing observation is NOT the same as no supply.
Resolve a brand by brand_id, slug, or name query. Returns canonical brand identity. Legacy brand IDs (brand:revolve:*, brand:tiktok:*) resolve transparently to their canonical universe object (brand:u…
Read a portable proof bundle (PPB-1) by edge_id. Returns trust scores, provenance chain, and completeness tier. Acquisition identities are redacted.
Search the Since Tomorrow evidence corpus by keyword or concept. Returns ranked cultural worlds with evidence tier and confidence.
Request a refresh of inventory observations for a brand or product. Returns a receipt. Actual acquisition is scheduled on the next eligible PT15M epoch — no synchronous crawl is performed.
Check current availability and offer state for a product. Returns recent inventory observations and known offers. A missing observation means SUPPLY_UNKNOWN — not no supply.
Resolve a product by ID or name query. Returns canonical product identity including brand, source, price range, and category.
Read the live receipt of AI platform queries: which platforms are querying the ST cultural graph, query volume (rolling 7-day), and demand signals.
Check the current release status of the Since Tomorrow cultural intelligence system. Returns liveness, world count, active dimensions, and API endpoints.
Check the ingestion and liveness status of a specific cultural data surface (e.g. 'tiktok', 'pinterest', 'spotify'). Returns census status and notes.
List all Since Tomorrow cultural data ingestion surfaces — the 101-surface forensic census (V4.4) including LIVE_PROVEN, PARTIAL_OR_BLOCKED, PLAN_ONLY, and IMPL_NOT_LIVE entries.
Return the sparse acquisition frontier: Worlds ranked by opportunity score combining calibrated demand, addressability, supply gap, freshness gap, expected information gain, acquisition cost, and unce…
Ask any natural-language question about culture, aesthetics, or commerce. Returns structured intelligence from 504,472 cultural worlds × 700+ dimensions. Answer and evidence ceiling are identical to t…
Explain the demand evidence for a cultural world: opportunity score, component breakdown, observed social signals, and Google calibration availability. Authority law: Google observations may update ca…
Current global epoch state: latest scheduled epoch, latest complete epoch, and its pinned joined snapshot. HTTP and MCP advance only to the latest COMPLETE epoch.
Explain the supply context for a world: canonical brand universe count, enumerated brands, identity-resolved brands, observation coverage, freshness ratio, and policy version. Discloses coverage denom…
Read independently-proven Google delivery states for a World. Returns GOOGLE_DELIVERY_STATE_V1. search_visible=1 is Since Tomorrow authorization — it is NOT proof that Google fetched or indexed the UR…
Read the Google observation state for a World: calibrated demand estimate, uncertainty bounds, query topic nodes, surfaces, markets, languages. Returns GOOGLE_OBSERVATION_STATE_V1. Currently TABLE_ABS…
Read the full lifecycle state of a cultural world by slug. Returns the strict lifecycle progression — REGISTERED → COMPILED → RELEASED → INDEXABLE → CONSUMED — with all 10 promotion gates evaluated. A…
Check if a canonical object is bound to a world. Returns binding details if it is a member.
List canonical objects bound to a world (brands, products, etc). Grouped by object type. Coverage may be sparse for non-canary worlds.
Paginated list of Worlds with a sextet-complete release envelope. RELEASED is an earned lifecycle state — it does not imply INDEXABLE, CONSUMED, or Google indexing. search_eligible=true is Since Tomor…
Read the full cultural profile of a world by slug. Returns lane, product count, confidence, and query support tier.
Resolve a World slug to its full WORLD_LIFECYCLE_STATE_V1: lifecycle position, all 10 promotion gates, census fields, and authority state. Equivalent to world.lifecycle — provided as an explicit regis…
Resolve a world slug to its full lifecycle state, promotion gates, census fields, and authority state. Alias for world.registry_resolve.
World's current joined state: latest complete global epoch, object binding counts by type, demand-supply states. Requires world_id. HTTP and MCP expose only latest COMPLETE epoch data.
Supply gaps for a world — categories or brands with unmet demand. Returns gaps computed from demand × supply join. Currently SHADOW_EVIDENCE_ONLY. Empty result means no gaps computed yet, not zero gap…
List cultural worlds matching a keyword or concept, or return trending worlds when no query is given. Returns ranked slugs with velocity metadata.
How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"cultural-intelligence": {
"url": "https://sincetmw.ai",
"transport": "http"
}
}
}