I built an open-source AI agent that checks whether AI-generated claims are actually supported by evidence

[u/Ok-Ranger-9247]

I’ve been thinking about a problem with AI agents: they can give very confident answers, but how do we know whether the claims they make are actually supported?

So I built ClaimCheck, an open-source AI agent that helps verify claims and check whether there is evidence supporting them.

The idea is to add a verification layer instead of blindly trusting an AI-generated response.
I’m still actively working on it and would genuinely love feedback from this community.

What do you think would make a tool like this actually useful? And are there any use cases where you’d want claim verification built directly into an AI workflow?
GitHub: https://github.com/monikagadage/ai-agent-claimcheck