# llama.cpp vs nextcloud-mcp-server

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | llama.cpp | nextcloud-mcp-server |
|---|---|---|
| Score | 93/100 ✓ | 54/100 |
| Rank in category | #2 of 25 in LLM Inference | #24 of 120 in AI Assistant |
| GitHub stars | 132 679 ✓ | 394 |
| Stars, last 30 days | +3 322 | — |
| Stable releases, 12 months | 1461 ✓ | 42 |
| Latest release | b11972 · 28 Oct 2026 | v0.202.2 · 28 Oct 2026 |
| Setup | Moderate ✓ | Moderate |
| Official Docker image | Yes | Yes |
| License | MIT | AGPL-3.0 |
| Main language | C++ | Python |

## Which one should you pick?

llama.cpp scores 93/100 against 54/100 for nextcloud-mcp-server, so it is the safer default.

llama.cpp ships more often: 1461 stable releases in the past year, against 42 for nextcloud-mcp-server.

llama.cpp is growing faster right now (+3 322 stars in 30 days).

## Details

- [llama.cpp](https://selfhost.directory/project/llamacpp) (markdown: https://selfhost.directory/project/llamacpp.md)
- [nextcloud-mcp-server](https://selfhost.directory/project/nextcloud-mcp-server) (markdown: https://selfhost.directory/project/nextcloud-mcp-server.md)

---
Source: https://selfhost.directory/compare/llamacpp-vs-nextcloud-mcp-server