Connection check
verified live · 27h ago
mukoko-news
Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.
Tools
16
GitHub stars
—
Installs / wk
—
Licence
—
Transport
streamable-http, stdio
Last checked
27h ago
Tools & capabilities
16 toolsRead from the running server on 27h ago.
compare_locations
limittopiclocations*
Compare news coverage between 2–4 African countries or regions side by side. Compare news coverage between 2–4 African countries or regions side by side.
detect_surge
limitlocation
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. 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.
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 th… 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 independently of the automatic 10-minute sweep. Returns immediately; use trigger_enrichment for a single targeted batch instead.
find_stories
qtaglimitcountrycategory
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… 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
id*
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 th… 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 conversation.
get_briefing
focuslimit
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 Afric… 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 counts and app links only — call get_article with an article id to read a full article body inline.
get_content_analytics
periodlocation
Open data breakdown of news coverage by category, country, and keyword for a given period. Open data breakdown of news coverage by category, country, and keyword for a given period.
get_location_news
limitcategorylocation*
News from a specific place in Africa. Accepts country codes, country names, region names, or city names. News from a specific place in Africa. Accepts country codes, country names, region names, or city names.
get_my_feed
limit
Personalised news feed based on the authenticated user's article likes and saves. Requires Authorization: Bearer <WorkOS access token>. Personalised news feed based on the authenticated user's article likes and saves. Requires Authorization: Bearer <WorkOS access token>.
get_source_view
limittopicsource*
See how a specific news source is covering a topic. See how a specific news source is covering a topic.
get_stats
Platform statistics: total articles, active sources, and today's output. Platform statistics: total articles, active sources, and today's output.
get_trending_analytics
limitperiodlocation
Open analytics: trending topics, categories, keywords, and sources for any location or period. Part of Mukoko's open data policy. Open analytics: trending topics, categories, keywords, and sources for any location or period. Part of Mukoko's open data policy.
list_categories
List all news categories with article counts. List all news categories with article counts.
list_sources
country
List active news sources. Optionally filter by country code. List active news sources. Optionally filter by country code.
track_story
limitsincetopic*country
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. 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.
trigger_enrichment
limitarticle_idsreset_attempts