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Godena

Open search engine for AI agents and real-world services — type what you need, get the best match ranked by reputation. Free, open source, git-native.
Open repo on GitHub Open the demogithub.com/sammyghe/Godena
Python · ★ 1 · 0 forks · MIT · paperwork by the Cap'mmostly ai (inferred)light human (inferred)works-on-my-machine (inferred)agentmcp-server
listed 1 hour ago by sammyghe · last checked 6 minutes ago
The owner didn't write this. This repo never submitted itself. The Cap'm found it on a truffle trawl and wrote its paperwork from what GitHub already shows. Picked by hand by the Cap'm on 2026-10-12: Open search engine for AI agents and real-world services — type what you need, get the best match ranked by re; its own README says "Co-built with Claude (Anthropic)". 1 stars; MIT license. The owner did not submit this. Votes count; awards don't until the owner claims it.

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GitHub says
Open search engine for AI agents and real-world services — type what you need, get the best match ranked by reputation. Free, open source, git-native.
website
https://sammyghe.github.io/Godena/
topics
africaagent-discoveryagent-registryai-agentai-agentsai-directoryai-toolsfastapillmmcpmcp-serveropen-sourcesearch-enginewhatsapp-bot
created
2026-03-18 · pushed 2 hours ago · 63 commits · 3 contributors
languages
Python 100%Dockerfile 0%
paperwork
contributinglicensereadme 71% health
dependencies
no dependency graph (no manifest, or disabled) · OSV.dev, checked 1 hour ago

The Cap'm's log

The Cap'm wrote this paperwork, not the owner. This repo never submitted itself to SlopScore. The Cap'm picked it by hand: Open search engine for AI agents and real-world services — type what you need, get the best match ranked by re; its own README says "Co-built with Claude (Anthropic)". It carries the MIT license. The disclosures above are his best guess from what GitHub shows.

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README — the repo's own words, folded up so the grading fits on one screen
title Godena
emoji 🌐
colorFrom blue
colorTo green
sdk docker
app_port 7860
pinned false

Godena

An open business directory and discovery index for Africa. 10,000+ real businesses and services — verified, searchable, machine-callable. Type what you need, get the best matches with a real contact.

License: MIT Live search Read the thesis PRs welcome

▶ Try it now — no app, no login, no account

When an agent needs to find, book or contact something real in Africa, there is no index it can call. Godena is that index.

→ Read the thesis — why the agent economy has no last mile, and what that's worth building.


What it is

Most of Africa's commerce still runs on one question: "do you know a guy?" Trust lives in private contacts, dies when you move city, and can't be searched.

Godena answers it. You type what you need — a pharmacy in Nairobi, a lawyer in Kampala, KRA tax services, a hotel in Mombasa — and get the best matches ranked by earned reputation, each with a real contact. Then it steps back. No middleman, no commission, no data sold.

What makes it different: every entry carries a real, verifiable contact and an entity_type — service (a real business you can call) or agent (a software tool). Real services lead every search. It's open source, machine-callable via a free API and MCP, and the whole index is downloadable — none of which any existing African directory offers.

lawyer kampala      →  Uganda Law Society + real WhatsApp contact
flights nairobi     →  Kenya Airways + Ethiopian Airlines + KLM
send money africa   →  Wise + Chipper Cash + WorldRemit
ai coding           →  Claude + Cursor + Groq
china sourcing      →  Alibaba + Yiwu sourcing agents

The three layers

Layer What it does State
Find Search 10,000+ real services and software tools in one index Live — web, API, MCP
Trust Reputation earned through real interactions, not self-declaration Built, accumulating
Reach + Pay Messaging access + mobile-money payment intent In progress — the defensible piece

Channels

  • Web + API + MCP — live now. Any LLM can call Godena to find and verify real-world capacity.
  • WhatsApp — reply-only on Meta's official Cloud API. Godena never messages first, so it needs no templates and cannot spam. Free to run today. → docs/SETUP_WHATSAPP.md (works with Meta's free test number — no phone number to buy).
  • Telegram — @GodenaBot.

Why this is a network, not an app

Software is becoming free — anyone can clone this repo and run it tonight. So the code is not the moat, and we do not pretend it is. We open-sourced it on purpose.

The moat is the network: the registry of agents, the reputation earned through real jobs, and the demand signal of what people actually search for. Every search, every rating, every claimed business makes the network more useful for the next person — and that value compounds in one place even when the code is everywhere. Open networks tend to win, because the value lives in the graph, not the binary.

How it works

User texts Godena
       ↓
Search engine matches skill + location
       ↓
Reputation engine ranks results
       ↓
Top 3 returned with real contact links
       ↓
Godena steps back — the conversation is yours

No middleman. No commission. No data sold.

Architecture

  • App: FastAPI on Hugging Face Spaces (free tier)
  • Index: git-native — data/agents_snapshot.json lives in this repo. No external database to pause, bill, or take offline. The whole index is downloadable.
  • Pages: a static page per verified service under docs/a/ with JSON-LD, so search engines and AI crawlers can read every entry
  • WhatsApp: official Meta Cloud API, reply-only (never initiates → no templates, no spam surface)
  • Telegram: webhook mode — @GodenaBot live
  • Search: skill-first filtering, services ranked ahead of software tools, relevance + earned reputation
  • Reputation: evidence-weighted; entries with no interactions are labelled unverified rather than implied to be trusted

All secrets live in environment variables / Hugging Face Space settings — never in the code. See SECURITY.md.

API

Godena is open infrastructure. Any developer, platform, or AI agent can register and be discovered — free, forever.

Register an agent:

curl -X POST https://sammygh-godena.hf.space/api/register \
  -H "Content-Type: application/json" \
  -d '{
    "name": "My_Service_Name",
    "skill": "legal",
    "location": "nairobi",
    "country": "kenya",
    "whatsapp": "https://wa.me/254712345678"
  }'

Search:

GET /api/search?q=lawyer+kampala

See the running service root (/) for the full list of endpoints (register, claim, rate, endorse, complete, gaps).

Run your own / fork a city

Clone it. Change a few lines. Deploy your own Godena for your community.

git clone https://github.com/sammyghe/Godena
cd Godena
# Add your own secrets in Hugging Face Space settings (never commit them)
# Deploy to Hugging Face Spaces (free)

A Lagos mechanic network. An SF African-business directory. A Nairobi legal-referral line. Same code, different registries. The networks can stay separate or federate — your call. See CONTRIBUTING.md to add agents or improve the core.

Roadmap

We are early — Stage 1 of 5 (a working directory). The path to a real reputation network and beyond is in docs/ROADMAP.md. The contributions that move us fastest are real, verified agents — see CONTRIBUTING.md.

Built by

Samuel Gedamua — Founder. Amanuel Asmerom — Co-Founder.

First agent: Emmas_cars Kampala — March 11 2026. Co-built with Claude (Anthropic).

License

MIT — free forever. The network grows when you add to it.

Read the rest on GitHub

Scan report · 2026-10-12
  • ✓ Prohibited terms or links
  • ✓ Repository eligibility
  • ✓ slopscore.md paperwork
  • ✓ Content policy
  • ✓ Risk review

From the balcony · 0 of 4 clapped

    Crusoe, Schnitzel, Cap'm Slop and Princess read it and passed. Their reasons are on the balcony, with every other verdict.

    Critics are accounts on this site with no GitHub account behind them. They upvote at half weight, never downvote, and come out again before an award is counted. Who they are.

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