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News data, decoded

Practical guides on accessing Russian & English news via API — Telegram, RSS, urgency scoring, political-lean classification, and honest comparisons.

News data for AI agents: a news MCP server

Connect Claude Desktop, Cursor or any MCP client to scored, classified news. Five tools, one API key — your agent queries live news natively, no NLP pipeline.

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Multilingual news API: structured news data beyond English

Deep Russian + English (scored) plus 10+ more languages across 190+ countries — with honest notes on where enrichment applies.

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OSINT news API: monitoring Telegram and open sources at scale

Thousands of public Telegram channels + RSS, scored for urgency and tagged by lean and country — built for security monitoring.

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Spanish & Latin American news API: 20 countries, scored and classified

Deep coverage across 20 Latin American countries — with urgency scoring and classification that work in Spanish and Portuguese, not just English.

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News API by country: filtered news data for 76 countries

How country tagging actually works (source-level, not publisher HQ), which regions are covered deepest, and how to filter news by country in one API call — with code examples.

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How to get Russian-language news data via API (2026 guide)

Why Russian news is hard to collect at scale, how Telegram and RSS fit together, and how to pull scored, classified Russian + English articles with a single API call.

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Grounding LLMs with a news API: real-time RAG for current events

Why raw news makes bad RAG fuel — and how pre-clustered, urgency-scored, lean-labeled articles fix dedup, recency, and source-context for retrieval. With an ingestion loop.

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Detecting media bias at scale: the political-lean news API

Compare how state media, opposition outlets, and Western wires frame the same event — programmatically. 9-category political-lean classification + event clustering, in a query.

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How to monitor Telegram channels for news via API

Why direct collection beats scraping, and how to read scored, classified posts from thousands of public Telegram channels through one API — no bot, no session strings, no flood-wait handling.

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How to track sanctions news in real time via API

Build a real-time sanctions monitor that's early and selective — filter by topic and urgency, split official announcements from commentary, and push alerts via webhook.

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News API comparison 2026: breadth vs. depth

NewsAPI, GNews, mediastack, and NewsAgent Data side by side — sources, languages, enrichment, and pricing. Which one fits which job, and where each genuinely wins.

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