Comparison
Nanobot vs UGC, the Human Ad Network
Nanobot has more GitHub stars (49,093 vs 0). Nanobot was updated more recently (last commit 3d ago). Data comes straight from GitHub and refreshes daily.
Nanobot
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
$
git clone https://github.com/HKUDS/nanobot
UGC, the Human Ad Network
The Human Ad Network. Campaigns, clipping, and Clip Studio from chat.
$
claude mcp add --transport http ugc-the-human-ad-network https://api.ugc.africa/mcp| Metric | Nanobot | UGC, the Human Ad Network |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 49,093 | 0 |
| Stars, last 7 days | +30 | n/a |
| Forks | 8,639 | 0 |
| Upvotes | 0 | 0 |
| Language | Python | n/a |
| License | MIT | n/a |
| Last commit | 3d ago | n/a |
| Created | Feb 2026 | n/a |
| Categories | AI & LLM tooling, Chat & social, Memory & knowledge | Chat & social |