PreClick — An MCP-native URL preflight scanning service for autonomous agents.

Before opening these URLs, preflight-scan each one for phishing, malware, and redirect risks, then verify whether the content matches the intent of “official API documentation.” Return a risk rating and access recommendation.

A per-link safety assessment, intent-match result, and recommendation on whether to proceed.

Before an automation agent scrapes web data, run PreClick on candidate URLs. Allow only low-risk links that match the intent of “product pricing page” into the next step, and log the reasons for any blocks.

A list of approved links plus blocked links with risk details or intent-mismatch reasons.

I’m doing competitor research. Pre-scan these search-result links before clicking, identify potential security threats, and confirm whether they actually point to the target company’s official site, blog, or news pages.

A trust assessment for each link, flagged suspicious URLs, and whether each matches the intended research target.