Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.
healthy
status
16
tools exposed
3448ms
connect latency
f8e2b92fe771
schema fingerprint
Tools (16)
get_briefing
Answer "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 cou
track_story
Follow 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_news
News from a specific place in Africa. Accepts country codes, country names, region names, or city names.
compare_locations
Compare news coverage between 2–4 African countries or regions side by side.
get_source_view
See how a specific news source is covering a topic.
find_stories
Search 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_article
Read 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 conv
list_categories
List all news categories with article counts.
list_sources
List active news sources. Optionally filter by country code.
get_stats
Platform statistics: total articles, active sources, and today's output.
get_my_feed
Personalised news feed based on the authenticated user's article likes and saves. Requires Authorization: Bearer <WorkOS access token>.
get_trending_analytics
Open analytics: trending topics, categories, keywords, and sources for any location or period. Part of Mukoko's open data policy.
detect_surge
Detect 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_analytics
Open data breakdown of news coverage by category, country, and keyword for a given period.
trigger_enrichment
Manually 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
drain_enrichment_backlog
Drain 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 independe
Endpoint
https://news.mukoko.dev/mcp Category: Maps & Weather · Last checked: 2026-08-15T10:02:44Z
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