The federation binding every hub on the continent into one shared mind. Skills, connectors and MCP servers for MaLesedi.ai — sovereign at the node, unified at the network, owned by all who build it.
A person is a person through other people. So is a mind.
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Federated
Each hub runs its own MCP servers. UbuntuMind routes between them — no single owner, no single point of failure.
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Sovereign
Data stays where it is made. Communities own their nodes, their memory, and their governance.
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Shared
A query anywhere may draw on wisdom everywhere. The whole is greater — and belongs to everyone.
The Federation Map
Eighteen hubs, one shared mind.
Each fire is lit locally. The light is shared.
mZanzi MindSYNCED
Southern · eGoli
2,140 skillsMCP mesh
Sahel MindSYNCED
West · Lagos
1,380 skillsMCP mesh
Nile MindSYNCED
North-East · Cairo
1,120 skillsMCP mesh
Kilima MindSYNCED
East · Nairobi
980 skillsMCP mesh
Atlas MindSYNCING
Maghreb · Casablanca
760 skillsMCP mesh
Kongo MindSYNCED
Congo Basin · Kinshasa
540 skillsMCP mesh
Zambezi MindSYNCING
Southern-Central · Lusaka
410 skillsMCP mesh
Horn MindSYNCED
Horn · Addis Ababa
350 skillsMCP mesh
Your HubOPEN SEAT
A seat is kept for every nation.
—MCP mesh
Trending Across the Federation
What the continent is building.
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Vula Translate
mZanzi Mind · Southern
▲ +312%
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Naira Ledger
Sahel Mind · West
▲ +204%
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Swahili Voice
Kilima Mind · East
▲ +176%
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Nile Scholar
Nile Mind · North-East
▲ +141%
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Matric Tutor
mZanzi Mind · Southern
▲ +98%
The Council
Elders of the network.
Honour flows to those who give the most away.
01NM
Nomvula Mokoena
Johannesburg
214 skills · 41 reviews
02CA
Chinedu Adeyemi
Lagos
186 skills · 38 reviews
03AH
Amina Hassan
Nairobi
159 skills · 44 reviews
04YB
Youssef Benali
Casablanca
133 skills · 29 reviews
05TD
Thandiwe Dube
Bulawayo
118 skills · 35 reviews
The Library
Curated collections.
The Language Library
Voice, idiom and register skills for the continent's languages — isiZulu to Swahili to Amharic, curated by the hubs that speak them.
64 skills · 9 hubs · curated by the council
The Market Library
Stokvel ledgers, exchange pulses, cross-border remittance tools — the informal economy, rendered as callable skills.
41 skills · 12 hubs · curated by the council
Sustain the Federation
The temple is free to enter. Those who can, sustain it.
We are open source, so you can use the skills here for free — but we do ask you to help us by taking a subscription to help us pay the bills and pay everyone's salaries, and to keep our community safe and operational.