mcp.gapup.io

Browse the Gapup gold-standard content catalogue — video games, films, TV series and music. Returns franchises with their works (title, release year).

Return the enriched tag profile of a content entity — the Gapup moat. Each tag carries a facet (genre, theme, play-mode, perspective…), a confidence s

Discover content franchises within a domain. Two modes: pass `tag` for a precise taxonomy match (every game tagged 'co-op'), or pass `query` for free-

Find content entities similar to a given one. For embedded franchises this uses SEMANTIC vector similarity (pgvector) over the enrichment profile — su

Return the enrichment taxonomy of a content domain — every tag grouped by facet (genre, theme, mood, play-mode…). When to use this tool: an agent need

Return the audience targeting profile of a content entity — its enrichment tags reframed as audience facets with confidence, corroboration and full pr

Audit the full data provenance of a content entity — all its enrichment tags with their extraction source, corroboration score, source list and last v

Compare the tag profiles of two content entities (franchises or works) and measure how similar they are. Returns a Jaccard similarity score, the list

Return the TOP-ranked content entities in a category, by a chosen criterion — the direct answer to superlative / decision queries: 'best video games',

Return the import/production market-gap opportunities for a country — commodities where local demand outpaces local supply. Each opportunity carries t

Return the production methods for a commodity — each with a description, ordered process steps, pros/cons and a popularity rank. Methods are commodity

Return verified local buyers in a country — companies sourcing a given commodity, with buyer type, city, website, annual volume range and certificatio

Rank the best countries for a given commodity — where the market gap, opportunity score and potential margin are highest. Cross-country scouting. When

Return the business plan for a market-gap opportunity — direct-trade or local-production, with CAPEX, OPEX, ROI, payback period, automation level and

Return production cost benchmarks (CAPEX/OPEX per unit, value ranges, scenarios, quality tiers) and agronomic yields (t/ha, cycles per year) for a com

Return investors from the FTG directory — VC, PE and impact funds with type, firm, website, ticket-size range, sectors and stages of interest. When to

Return import, trade and production regulations for a country — category, title, summary and source. When to use this tool: an agent checks regulatory

Return vetted, automation-scored business ideas from the FTG idea bank — each with an autonomy score, monetization model and conservative/median/optim