What can an AI agent do with LogRocket?

A LogRocket AI agent can search session replays, read error and issue reports, and query product analytics through LogRocket's official MCP server - then turn them into root-cause investigations, release health summaries, and alerts. It reads your LogRocket data; it doesn't modify it.

How is the connection authenticated?

With a LogRocket API key, created under Settings > API Keys in your LogRocket dashboard. Keys are scoped to a single project, so connect one integration per project you want your agent to see.

Can it watch session replays?

The agent works with session data, events, and error context rather than the video replay itself - enough to reconstruct what a user did and why it broke. It links to the exact sessions so you can watch the replay when you want the full picture.

Analytics

LogRocket, run by an agent.

An AI agent that digs through session replays, errors, and product analytics.

Connect LogRocket Book a demo

What needs your approval

LogRocket never changes anything without you.

Some read-only LogRocket operations run on their own so your agent can gather what it needs. Anything that creates, edits or deletes waits for your approval.

A real run

An example of how a run works, including the approval step. Not a LogRocket run.

Google Ads

Paid search

Working

review last week's google ads and cut wasted spend.

Queried Google Ads · last 7 days · 4 campaigns

Analyzed search terms · 312 terms · 18 with zero conversions

Drafted changes · 12 negative keywords · 2 budget shifts

Found $1,840/mo going to search terms that never convert. I'd add 12 negatives and move that budget to your two best campaigns. This changes the account, so it's your call before I touch anything.

Plan approval

Add 12 negative keywords stops $1,840/mo on terms with 0 conversions · reversible
Shift budget move the freed spend to your 2 best campaigns · roas 4.2×

Waiting for approve. Nothing runs until a human decides.

example

Connecting LogRocket

About 5 minutes

Auth: API key
Setup: About 5 minutes

Where to get access

Create an API key in LogRocket under Settings > API Keys. Keys are scoped to one project, so connect a separate integration per project.

docs.logrocket.com

Example tasks

Real work people hand to an agent that uses LogRocket.

investigate a spike in frontend errors and report the root cause with example sessions
summarize the top user-impacting issues after each release
correlate rage clicks and dead clicks with recent ui changes
post a weekly product health digest with error trends and affected users to slack