Mukoko News

Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.

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    Не нужен: сервер работает без входа

    Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.

    Список инструментов сервера (16)

    Технические названия из tools/list. Нужны только разработчикам.

    get_briefingAnswer "What's happening in [place/topic]?" — top story, recent articles, and trending topics in one call. Accepts country codes (ZW, KE), region names (East Africa, Southern Africa), category topics (politics, business), or omit focus for a pan-African overview. Returns short excerpts with word counts and app links only — call get_article with an article id to read a full article body inline.
    track_storyFollow the development of a news story over time. Returns articles in chronological order showing how a story evolved. Use since to control the lookback window.
    get_location_newsNews from a specific place in Africa. Accepts country codes, country names, region names, or city names.
    compare_locationsCompare news coverage between 2–4 African countries or regions side by side.
    get_source_viewSee how a specific news source is covering a topic.
    find_storiesSearch articles by keyword, tag, category, or country. Results carry short excerpts, word counts, and app links only — call get_article with a result's id to read the full article body inline.
    get_articleRead a single article by ID or slug. Returns the full article body inline as markdown (truncated at ~8000 characters with a link to continue in the app) plus source metadata and the Mukoko app URL. Use this after a list tool (get_briefing, find_stories, …) to read an article without leaving the conversation.
    list_categoriesList all news categories with article counts.
    list_sourcesList active news sources. Optionally filter by country code.
    get_statsPlatform statistics: total articles, active sources, and today's output.
    get_my_feedPersonalised news feed based on the authenticated user's article likes and saves. Requires Authorization: Bearer <WorkOS access token>.
    get_trending_analyticsOpen analytics: trending topics, categories, keywords, and sources for any location or period. Part of Mukoko's open data policy.
    detect_surgeDetect sudden spikes in news coverage — compares last 24h against 7-day baseline. Surfaces unusual increases like crime up 5× in Bulawayo or a football surge in Ghana.
    get_content_analyticsOpen data breakdown of news coverage by category, country, and keyword for a given period.
    trigger_enrichmentManually run the AI enrichment agent over existing articles (classification, keywords, entities, quality scoring). RESTRICTED to platform-team accounts — requires a WorkOS bearer token issued inside the platform-team org. By default enriches the most recent un-enriched articles; pass article_ids to target specific ones, or reset_attempts to re-run articles that previously hit the failure cap.
    drain_enrichment_backlogDrain the ENTIRE un-enriched article backlog, not just one batch. RESTRICTED to platform-team accounts (WorkOS bearer issued inside the platform-team org). Fire-and-forget: asks the pipeline worker to enrich un-enriched articles in batches (oldest first) until the backlog is clear, running independently of the automatic 10-minute sweep. Returns immediately; use trigger_enrichment for a single targeted batch instead.