# Stalwart Mail Server vs TradingAgents

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

| | Stalwart Mail Server | TradingAgents |
|---|---|---|
| Score | 78/100 | 87/100 ✓ |
| Rank in category | #2 of 16 in Mail Server | #3 of 209 in AI Agents |
| GitHub stars | 15 462 | 117 816 ✓ |
| Stars, last 30 days | +678 | +5 457 ✓ |
| Stable releases, 12 months | 31 ✓ | 11 |
| Latest release | v1.0.1 · 28 Oct 2026 ✓ | v0.7.1 · 27 Oct 2026 |
| Setup | Moderate | Moderate ✓ |
| Official Docker image | Yes ✓ | No |
| License | AGPL-3.0-only AND LicenseRef-SEL | Apache-2.0 |
| Main language | Rust | Python |

## Which one should you pick?

TradingAgents scores 87/100 against 78/100 for Stalwart Mail Server, so it is the safer default.

Stalwart Mail Server ships more often: 31 stable releases in the past year, against 11 for TradingAgents.

TradingAgents is growing faster right now (+5 457 stars in 30 days).

## Details

- [Stalwart Mail Server](https://selfhost.directory/project/stalwart-mail-server) (markdown: https://selfhost.directory/project/stalwart-mail-server.md)
- [TradingAgents](https://selfhost.directory/project/tradingagents) (markdown: https://selfhost.directory/project/tradingagents.md)

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Source: https://selfhost.directory/compare/stalwart-mail-server-vs-tradingagents