head to head · open source
Lightpanda vs unifi-mcp
Lightpanda has 40,882 GitHub stars, 1,999 forks, 98 open issues and last shipped yesterday. unifi-mcp has 986 stars, 133 forks, 22 open issues and last shipped yesterday. Lightpanda leads on adoption by 4,046% (40,882 vs 986 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 | ★ 41K | ★ 986 |
| License | AGPL-3.0 | MIT |
| Written in | Zig | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 2.0K | ⑂ 133 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Lightpanda if
- You weight community size — 41K 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 Browser The headless browser built from scratch for AI agents and automation. Not a Chromium fork. Not a WebKit patch. A new browser, written in Zig.   Benchmarks Requesting 933 real web pages over the network on a AWS EC2 m5.large instance. See benchmark details. Quick start Install Package Managers Latest nightly from Homebrew: Latest nightly from Arch Linux User Repository: Download from the nightly builds You can download the last binary from the nightly builds for Linux and MacOS for both x86 64 and aarch64. For Linux Verify the binary before running anything: Linux aarch64 is also available…
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…
read the full unifi-mcp overview →
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Frequently asked questions
Is Lightpanda or unifi-mcp more popular?
Lightpanda has 40,882 GitHub stars and unifi-mcp has 986. 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 (40,882 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.