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Optimus.AI
Catch the ways your AI agent goes wrong before customers do
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.
Hey Product Hunt 👋
The AI agent failures that hurt us never showed up in tests: a customer booked twice, a tool that silently never fired.
Optimus is an MCP server for Claude Code, Cursor, Codex or Gemini CLI. Your Claude Code editor, with the help of Optimus, drives your agent into 14 known production harms and tells you which ones it can cause. It also tells you what it couldn't check, because a check that didn't run isn't a pass.
Free, one line to install. Which failure has bitten your agent?
About Optimus.AI on Product Hunt
“Catch the ways your AI agent goes wrong before customers do”
Optimus.AI was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #138 on the daily leaderboard. 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.
On the analytics side, Optimus.AI competes within Developer Tools, Artificial Intelligence and Bots — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Optimus.AI performed against the three products that launched closest to it on the same day.
Who hunted Optimus.AI?
Optimus.AI was hunted by Hamd Bilal Tahir. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Optimus.AI including community comment highlights and product details, visit the product overview.
Hamd Bilal Tahir