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Impri
Human-in-the-loop approval inbox for AI agents
Your AI agent proposes an action (send an email, post a comment, run a command). You approve, reject, or edit it from a web, mobile, or Slack/Discord/Telegram inbox, and it only runs on yes. The gate is a data dependency, not a prompt the model can skip. Open source (MIT), self-hostable, MCP + REST.
Hey Product Hunt! I'm Radim, the maker.
I kept building AI agents (Claude Code, a few scheduled scripts) and rewriting the same thing every time: a way to approve what the agent does before it actually does it. Send an email, post a reply, run a command. Not a "please confirm" line in the prompt, because the model just reasons its way past that. An actual gate.
So I pulled it out into Impri. Your agent proposes an action, you approve, reject, or edit it from a web or Slack/Discord/Telegram inbox, and it only runs on yes. The core is MIT and self-hostable, with an MCP server and a plain REST API.
It's genuinely early, a handful of real users so far. If you build agents that take real actions, I'd love your take on where the human step belongs. Repo: github.com/sekera-radim/impri
About Impri on Product Hunt
“Human-in-the-loop approval inbox for AI agents”
Impri was submitted on Product Hunt and earned 10 upvotes and 3 comments, placing #59 on the daily leaderboard. Your AI agent proposes an action (send an email, post a comment, run a command). You approve, reject, or edit it from a web, mobile, or Slack/Discord/Telegram inbox, and it only runs on yes. The gate is a data dependency, not a prompt the model can skip. Open source (MIT), self-hostable, MCP + REST.
On the analytics side, Impri competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Impri performed against the three products that launched closest to it on the same day.
Who hunted Impri?
Impri was hunted by Radim Sekera. 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 Impri including community comment highlights and product details, visit the product overview.
Radim Sekera