Armature vs Serval
Which Agents AI tool is better in 2026?
Armature
Agent testing and observability for MCPs and CLIs across every model and harness.
Serval
Dual AI agents that automate enterprise IT service management safely
Side-by-side
Serval is the more established option (raised $127M), but Armature is cheaper to start.
| Metric | Armature | Serval |
|---|---|---|
| Taglinei | Agent testing and observability for MCPs and CLIs across every model and harness. | Dual AI agents that automate enterprise IT service management safely |
| Foundedi | 2026 | 2024🏆 |
| HQi | San Francisco, US | San Francisco, US |
| Employeesi | — | 11-50🏆 |
| Neuron scorei | 55 | 74🏆 |
| Total fundingi | $500K | $127M🏆 |
| Latest roundi | Seed · Mar 2026 | Series A |
| Valuationi | — | — |
| Cheapest paid plani | From $79/mo🏆 | Pricing not disclosed |
| Free plani | ✗ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free trial · From $79/mo | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Armature and Serval.
| Capability | Armature | Serval |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Armature
- Lower starting price ($79/mo)
- Newer company (2026)
🔵 Strengths of Serval
- Has raised more capital ($127M vs $500K)
- Higher Neuron score (74 vs 55)
- Offers a free plan
- More mature (2024)
Which should you choose?
Choose Armature if price matters most — it starts at Free trial · From $79/mo, which is friendlier for teams watching burn. Both AI Agents tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Serval if you want the most established option — it has raised $127M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Armature vs Serval — which is better?
It depends on your priority. Armature is the leaner option; Serval has broader feature depth. See the side-by-side table above.
Is Armature cheaper than Serval?
Yes — Armature's cheapest paid plan is Free trial · From $79/mo, while Serval's is Free.
Do Armature and Serval offer free plans?
Armature: Free trial only. Serval: Yes, has a free plan.
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