This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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?
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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 #139 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.
Optimus.AI was featured in Developer Tools (520.4k followers), Artificial Intelligence (479.9k followers) and Bots (110.9k followers) on Product Hunt. Together, these topics include over 214.7k products, making this a competitive space to launch in.
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.
Want to see how Optimus.AI stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Hamd Bilal Tahir