Each tool declares the fields it returns, so `scout_company`, `scout_market`, `scout_competitors`, `scout_product` and `scout_trends` compose — fan a landscape out through `scout_batch` at `max_parallel` and you get rows to compare rather than paragraphs to read. Two things mark the boundary: the fields are named but their sources are not, so a funding figure or a sentiment score arrives without provenance at the call site, and `scout_person` sits behind the PRO tier.
A research server of 7 tools returning structured intelligence on companies, markets, competitors, products, trends and public figures, with a batch call that runs a set of those queries in parallel.
- Company records with the fields named up front: `scout_company` takes a `name` or a `domain` and returns industry, funding, tech stack, competitors, recent news and key people.
- Market sizing you can vary the effort on: `scout_market` takes a `query` and a `depth` and returns market size, growth rate, CAGR, key players, trends and risks.
- Competitor sets with positioning attached: `scout_competitors` takes a `company_or_product` and a `max` and returns each competitor with positioning, pricing, strengths and weaknesses.
- Product intelligence shaped for a buying decision: `scout_product` returns category, pricing, ratings, features, alternatives and recent updates for a named product.
- Sentiment with a direction and a window: `scout_trends` takes a `topic` and a `timeframe` and returns a sentiment score, trending direction, key developments and related topics.
- People on the paid tier: `scout_person` returns current role, background, social profiles, recent activity and achievements, and is documented as PRO tier only.
- A landscape in a single round trip: `scout_batch` takes a list of `queries`, each naming company, market, competitors, trends or product with its own params, and runs them up to `max_parallel` at a time.
No account and no key for the tools themselves; `scout_person` is documented as PRO tier only. The server is AGPL-3.0, which reaches you if you modify it and offer the modified version to others over a network.
One command plus a key — uvx scout-intel-mcp, then supply credentials