GRIN-scored news for agents: discover by verdict, pull full analysis, traverse extraction graphs.
Scored across 6 tools
Each tool targets a distinct need: listing stories, fetching one article, fetching its graph, related stories, categories, and site metadata. The only mild overlap is get_article (which includes analysis) versus get_extraction_graph, but the descriptions clearly delineate the graph-as-data artifact.
All names use snake_case with a verb-first pattern (get_/list_), which is highly readable and predictable. get_related is the one minor deviation, omitting a resource noun (related what?), but context still makes it clear.
Six tools is well-scoped for a read-only news analysis API: discovery, retrieval, graph, related, taxonomy, and metadata. Each tool earns its place with no filler.
The read-only surface covers discovery, retrieval, related content, taxonomy, and capability introspection, with pagination and filtering. Minor gaps remain: no full-text body search (title substring only) and no batch-fetch of multiple articles, though agents can work around both via list_stories plus get_article.
Fetch one BedrockNews story by id. Returns the transformed article plus its full structured analysis (GRIN scores, extraction graph, key stats, trajectory, what-to-watch). Pass fields:'grin' to get just the analysis payload without the heavy body text. Story ids contain slashes (e.g. 'ledger/2026/apr/06/iran-war-math-doesnt-work') — pass them verbatim.
Inputs: id (required), fields.
Return a story's extraction map as a real graph — nodes + edges data, not a picture. This is the load-bearing artifact for agents: re-render it in any style, or analyze who extracts value from whom. 'Not found' can mean the story has no graph (culture/research modes, or older transforms).
Inputs: id (required).
BedrockNews metadata: what the site is, how the GRIN/CLAIMS/NOVEL frameworks work, terms of use + attribution, and every machine-readable surface. Also returns the full capability map (every tool, prompt, and resource) — call this first.
Inputs: no named parameters.
The BedrockNews category taxonomy: ids (valid values for list_stories' category filter), display names, and which editorial framework each category runs (grin | culture | auto).
Inputs: no named parameters.
Discover BedrockNews stories with GRIN-aware filters. Filter by verdict ('extractive' | 'mixed' | 'generative'), plumb range (0-100 score), editorialMode ('grin' news/politics | 'culture' | 'research' | 'ledger'), category (see list_categories), date window (since/before, ISO 8601), or a title search (substring match on titles, not full text). Sorted newest first; paginated via cursor. Returns compact story briefs — use get_article for full analysis.
Inputs: limit, query, since, before, +6 more.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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News momentum + what-changed outcome tools for agents. Signals + links, ~296 sources.
Live global news signals: ranked wire, story timelines, coverage volume/tone/surges. Free, no auth.
Real-time financial news for AI agents: search by ticker and source, with sentiment and entities.
Financial news for AI agents: search, trending, insider, earnings reads, macro, scored 1-10.
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