head to head · open source
Lightpanda vs unifi-mcp
Lightpanda has 35,418 GitHub stars, 1,681 forks, 98 open issues and last shipped today. unifi-mcp has 827 stars, 111 forks, 22 open issues and last shipped yesterday. Lightpanda leads on adoption by 4,183% (35,418 vs 827 stars). Lightpanda is written in Zig under AGPL-3.0; unifi-mcp is written in Python under MIT. Lightpanda has attracted 5% as many forks as stars, unifi-mcp 13%. Lightpanda was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| Lightpanda | unifi-mcp | |
|---|---|---|
| GitHub stars | ★ 35K | ★ 827 |
| License | AGPL-3.0 | MIT |
| Written in | Zig | Python |
| Last push | 2026-09-18 | 2026-09-17 |
| Forks | ⑂ 1.7K | ⑂ 111 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Lightpanda if
- You weight community size — 35K stars and counting
- You want the AGPL-3.0 license terms
- Your stack matches Zig
- You value the larger contributor base for long-term maintenance
pick unifi-mcp if
- You want the unifi-mcp feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and unifi-mcp fits your workflow better
About Lightpanda
Lightpanda is a headless browser built from scratch in Zig, designed specifically for AI agents and automation tasks. It is not a fork of Chromium or WebKit but a new implementation targeting performance and efficiency in automated web interactions. It lives in the browser automation ecosystem, competing with tools like Puppeteer and Playwright that typically rely on Chromium based headless modes.
read the full Lightpanda overview →
About unifi-mcp
UniFi MCP Leverage agents and agentic AI workflows to manage your UniFi deployment. Servers Cloud Relay Cloud Relay pairs the Cloudflare hosted Worker gateway with the Relay sidecar on your LAN. The Worker provides the authenticated edge MCP endpoint, Durable Object broker, multi location routing, token boundary, and deployment/management CLI. The Relay sidecar is a local MCP HTTP client and forwarder: it discovers configured local MCP servers over HTTP and maintains an outbound WebSocket to the Worker. Remote requests follow MCP client → Worker gateway → outbound WebSocket → Relay sidecar → local MCP servers ove…
read the full unifi-mcp overview →
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Frequently asked questions
Is Lightpanda or unifi-mcp more popular?
Lightpanda has 35,418 GitHub stars and unifi-mcp has 827. Lightpanda has the larger community by that measure.
Are Lightpanda and unifi-mcp free?
Both are open source. Lightpanda is licensed under AGPL-3.0 and unifi-mcp under MIT. Neither carries a licence fee.
What is the difference between Lightpanda and unifi-mcp?
Lightpanda is written in Zig and unifi-mcp in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Lightpanda or unifi-mcp?
Choose Lightpanda if you want the larger community (35,418 stars) or its AGPL-3.0 licence terms. Choose unifi-mcp if its feature set, stack or MIT licence fits better. Both are self-hostable.