# nextcloud-mcp-server vs vLLM

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

| | nextcloud-mcp-server | vLLM |
|---|---|---|
| Score | 54/100 | 91/100 ✓ |
| Rank in category | #24 of 120 in AI Assistant | #3 of 25 in LLM Inference |
| GitHub stars | 394 | 95 801 ✓ |
| Stars, last 30 days | +0 | +3 157 ✓ |
| Stable releases, 12 months | 42 ✓ | 14 |
| Latest release | v0.202.2 · 28 Oct 2026 ✓ | v0.32.0 · 17 Oct 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | AGPL-3.0 | Apache-2.0 |
| Main language | Python | Python |

## Which one should you pick?

vLLM scores 91/100 against 54/100 for nextcloud-mcp-server, so it is the safer default.

nextcloud-mcp-server ships more often: 42 stable releases in the past year, against 14 for vLLM.

vLLM is growing faster right now (+3 157 stars in 30 days).

## Details

- [nextcloud-mcp-server](https://selfhost.directory/project/nextcloud-mcp-server) (markdown: https://selfhost.directory/project/nextcloud-mcp-server.md)
- [vLLM](https://selfhost.directory/project/vllm) (markdown: https://selfhost.directory/project/vllm.md)

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