Optimus.AI
Catch the ways your AI agent goes wrong before customers do
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An MCP server holding a catalogue of the harms conversational agents cause in production, like booking a customer twice for one request. Your editor drives your agent into them and reports back. Your source, tool names, database and keys never leave your machine. Every check returns one of five answers, and only one is a pass. Optimus also tells you what it could not check and how much your existing tests actually cover.
PH · launched Sep 30, 2026 · 2 upvotes (top 26%) · 0 views
Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- B2B
- AI-native
- Commercial product
- Developer Tools
- Artificial Intelligence
- Bots
Visit website ↗ Source listing ↗
More like this: all 182 launches in ai agent evaluation platforms →
Could you build this?
Yes The core tool is an MCP (Model Context Protocol) server running local deterministic eval prompts and stateful assertion suites against agent tool definitions.
Competitors
Other products that read as similar to this one : 1144 launches clear the similarity bar, closest 8 shown.
Attention rank: #408 of 1145 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- Useful Work · ph · 2026-10-30 · 1 upvotes · similarity 0.52
- Spellwarden · ph · 2026-11-10 · 2 upvotes · similarity 0.51
- three.dev · ph · 2026-11-12 · 131 upvotes · similarity 0.50
- Slipmark · ph · 2026-11-09 · 2 upvotes · similarity 0.50
- Agent Checker · ph · 2026-09-06 · 2 upvotes · similarity 0.50
- Reagent Lab · ph · 2026-10-28 · 1 upvotes · similarity 0.50
- Midwater · ph · 2026-10-19 · 2 upvotes · similarity 0.49
- frank · github · 2026-09-12 · 7 upvotes · similarity 0.48
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.