Vibe coding with AI tools like Cursor is changing how software gets written—natural language in, working code out. But with that speed comes real risk. AI models are trained on massive public repos that often lack secure patterns, and they generate more code than ever before—frequently bypassing the security standards your team worked hard to define.
Semgrep’s Model Context Protocol (MCP) server brings security into the loop. It gives your team a seat at the table—right alongside the developer and their AI copilot—by delivering real-time feedback as code is generated. That means you can scale your security coverage without needing to grow your AppSec team one-to-one with engineering. AI moves fast, and now security can too.