Unlimited Free AI Meeting Summaries: I Tested the Catch

I started testing Meetly Notes because I got tired of "free" tools that quietly cap you after five meetings a month. The promise of unlimited free AI meeting summaries sounded like bait, so I spent a few weeks running it through real calls to see where it actually breaks.

What "unlimited" actually means here

The good news: the free plan never hit a hard wall during my testing. I ran it through two standups, a vendor walkthrough, and a longer workshop — around eight meetings total — and it processed every one without asking for a card. That's more than I can say for most tools that call themselves free. But there are gotchas. The summary count is unlimited, but the transcript isn't. On two longer calls, I noticed the transcript stopped capturing cleanly around the two-hour mark, so the summary got built on a partial conversation. Fine for most team calls, not fine if your planning session regularly runs long. Uploaded audio also behaves differently than live meetings. I recorded one interview and dropped the file in, and the summary took noticeably longer to generate. Nothing broke, but don't expect the instant turnaround you get with a native Zoom or Meet integration.

Where the summaries quietly mislead you

The real caveat isn't what the tool limits — it's what the AI decides to keep. Meetly is good at pulling out explicit decisions and clear action items, but it struggles with vague follow-ups. In one standup, my teammate said "probably should update that doc" about the onboarding file. The summary skipped it entirely. Technically correct, but that was exactly the thing we needed recorded. Speaker attribution can also fall apart when people talk over each other. During a design review with two teammates riffing on the same idea, the transcript merged them into one speaker, and the action item ended up assigned to the wrong person. I had to fix it manually. Not a dealbreaker, but worth knowing before you trust the recap verbatim. One more annoying detail: the AI gets overconfident about names. It heard "Jireh" as "Jared" in a kickoff call and wrote the recap around the wrong name. That mattered because we kept referencing that person in the action item list.

Fit and tradeoffs

The real question: is this the best free AI meeting summary app 2026 can offer? For small teams and most internal calls, honestly, it's probably enough. The summaries read well, the free tier is genuinely usable, and you don't feel nickel-and-dimed. Where I'd hesitate: if your calls depend on precise speaker labeling, legal-grade accuracy, or transcripts longer than two hours, the free tier will frustrate you. I also found the editing experience a little rough — re-labeling a speaker takes more clicks than I'd like, and there's no easy way to force the AI to remember custom vocabulary. There's also a self-discipline problem. Because there's no limit, I noticed I started sending summaries without double-checking them. That's a tradeoff the tool won't fix for you. On a call where a client told us the deadline moved, the summary captured it fine — but I've also seen it drop a crucial qualifier, turning "not this sprint" into "this sprint subject to review." You still need human eyes. I'm still going to use Meetly next week, which says more than any clean verdict. Just don't hand it a transcript you can't review first.