@gapup/mcp-knowledge
# Gapup MCP — knowledge & intelligence tools for AI agents
**MCP server** · `io.github.getgapup/mcp-knowledge` · hosted at **https://mcp.gapup.io**
`gapup-mcp` is a [Model Context Protocol](https://modelcontextprotocol.io) server
that gives AI agents 100+ structured-data and analysis tools over a single hosted
HTTP endpoint — no SDK to install.
## What it does
| Domain | What agents get |
|---|---|
| **Content metadata & enrichment** | Gold-standard structured data for video games, films, TV series and music — catalogue lookup, deep enrichment tags, semantic similarity, a cross-domain relation graph, audience profiles. |
| **Trade intelligence** | Import/export market gaps, production economics, sourcing of verified buyers & suppliers, country studies, business plans. |
| **Business expertise** | 90+ C-suite analysis tools — competitive intelligence, trend watching, market sizing, fundraising decks, ESG / CSRD, KYC screening, pricing strategy, and more. |
| **Precise data** | Live FX rates, benchmark interest rates, country economic indicators. |
Every result is **sourced, confidence-scored and freshness-stamped** — built for
agents that need data they can trust, not guesses.
## Connect
The server speaks MCP over **Streamable HTTP**:
```
https://mcp.gapup.io
```
Or discover it through the official **[MCP Registry](https://registry.modelcontextprotocol.io)**:
```
io.github.getgapup/mcp-knowledge
```
`tools/list` is open — point any MCP client at the endpoint to browse the catalogue.
## A few of the tools
- `content_catalog` · `content_enrichment` · `content_similar` · `content_ranking` · `content_compare`
- `ftg_market_gap` · `ftg_sourcing_buyers` · `ftg_opportunity_scout` · `ftg_business_plan` · `ftg_country_study`
- `competitor_intel` · `trend_watcher` · `market_sizing` · `pitch_deck_storyline` · `kyc_screener` · `carbon_footprint_calculator`
- `fx_rate` · `interest_rate` · `economic_indicator`
…and ~100 more across the four domains.
## Pricing
In **preview**: open access. At general availability, premium tools become
**agent-payable via [x402](https://x402.org)** (USDC micropayments) — pay per call,
no account, no credit card. Lightweight data lookups stay low-cost; heavier
analysis tools are priced per call.
## Status
Preview — the catalogue and the hosted endpoint are live. Built by **Gapup**.
TDQS
Scored across 5 tools
Each tool targets a distinct strategic domain: carbon footprint, competitor intelligence, partnerships, pitch decks, and trend monitoring. There is no overlap in purpose, and descriptions clearly differentiate them.
All tool names use clear, descriptive noun phrases with underscores (e.g., 'carbon_footprint_calculator'). While they don't follow a strict verb_noun pattern, the naming is consistent and intuitive across the set.
With 5 tools, the server is well-scoped for a strategic advisory purpose. Each tool addresses a key business need without unnecessary bloat or gaps.
The tool set covers major strategic areas for a company (sustainability, competition, partnerships, fundraising, trends). Minor gaps exist, such as lack of financial modeling or HR tools, but these fall outside the apparent domain.