KontextNews

About

News intelligence, built as infrastructure.

KontextNews is a product of Codex Neuralis. We turn the world's news into structured, queryable data: articles, cross-source events, entities and relations, from top outlets on every continent.

265sources
15,299articles
360live events
45,982entities
35languages

Our story

From raw feeds to structured intelligence.

Why

News is abundant. Structure is not.

Thousands of outlets report the same events, in dozens of languages, with no shared schema. We built KontextNews to turn that noise into one queryable structure.

How it started

One engine, not ten scrapers.

It began as the internal engine behind our own publications. Instead of each site scraping its own feeds, we built one pipeline: ingest, normalize, de-duplicate, enrich, cluster into events, index and serve. Then we exposed it as an API.

Principle

Deterministic by design.

Classification is a fixed taxonomy, not a model that invents. The same input yields the same output, so results are reproducible and auditable.

Where we are

Live and growing.

The engine runs continuously and the corpus grows on its own. This is the first public surface of a longer plan: an agent, a chat interface and an MCP server follow.

Coverage

Every continent, measured.

Validated feeds and wires per region, and the articles they have contributed.

RegionSourcesArticles
Europe 49 3,550
North America 31 1,258
Latin America 37 2,952
Asia 35 2,366
Africa 35 1,309
Middle East 19 753
Oceania 19 1,237
Global 40 1,874
Total 265 15,299

Sources

Top outlets and wires.

Ranked by authority. Every item in the API links back to its source.

OCEANIA

ABC News AU

AU · broadcaster · authority 5

MIDDLE EAST

Al Jazeera

QA · broadcaster · authority 5

EUROPE

ANSA

IT · wire · authority 5

ASIA

Asahi Shimbun

JP · newspaper · authority 5

GLOBAL

Associated Press via Google News

US · wire · authority 5

EUROPE

BBC News

GB · broadcaster · authority 5

GLOBAL

BBC World

GB · broadcaster · authority 5

NORTH AMERICA

Bloomberg Markets

US · wire · authority 5

NORTH AMERICA

CBC News

CA · broadcaster · authority 5

LATIN AMERICA

Clarin

AR · newspaper · authority 5

NORTH AMERICA

CNN

US · broadcaster · authority 5

GLOBAL

DW global

DE · broadcaster · authority 5

A newsroom

How it works

Deterministic, no hallucination.

A pipeline of fixed stages: ingest, normalize, de-duplicate, enrich, cluster, index and serve. Classification is a deterministic taxonomy, not a language model, so the same input always yields the same output.

  • Feeds polled continuously, with HTTP validators
  • Exact and near-duplicate detection
  • Cross-source events and entity relations
  • Hybrid search, ranked with a recency decay

Company

Built by Codex Neuralis.

Codex Neuralis builds AI systems, agents and software. KontextNews is one product in that portfolio: an engine that treats the world's news as structured infrastructure.

Founded and built by Alexandru Cîrstea, from Darmstadt, Germany.

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