Armature - Making your app finally usable by AI agents
Armature helps companies monitor, analyze, and optimize how AI agents experience their products.
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YC · launched May 19, 2026 · 25 upvotes (top 38%) · 0 views
Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- B2B
- AI-native
- Commercial product
- Marketing
- SEO
- AI
- APIs
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Yes This is an observability and analytics dashboard focused on recording, inspecting, and linting agent interactions (MCP endpoints, API calls, and site usability) for LLM tools.
Competitors
Other products that read as similar to this one : 548 launches clear the similarity bar, closest 8 shown.
Attention rank: #232 of 549 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 200 days after the earliest competitor.
- Product analytics (and evals) for agent sessions on your MCP · hn · 2026-08-03 · 42 upvotes · similarity 0.47
- Intentra · ph · 2026-10-06 · 1 upvotes · similarity 0.45
- Comperra · ph · 2026-09-22 · 2 upvotes · similarity 0.43
- Intencion · hn · 2026-06-04 · 9 upvotes · similarity 0.42
- Weavable · ph · 2026-05-11 · 234 upvotes · similarity 0.41
- AI WatchDog · ph · 2026-10-04 · 1 upvotes · similarity 0.41
- Ace from Automat: it's instinct, but for work · yc · 2026-09-30 · 1 upvotes · similarity 0.41
- Aqore Staffing Software AI Agents · ph · 2026-09-22 · 1 upvotes · similarity 0.41
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.