Vibe Coding Discover

Use Cases

Scan Application Code For AI Attack Surfaces

Published projects tagged with this use case.

1 project

AI-Surface

★ 135

A local, offline static-analysis tool that inventories AI components in application code and flags security risks across LLM calls, agents, MCP servers, RAG, and model gateways. Integrates with CI, Claude Code hooks, and MCP clients.

AI Tools | Python · AI security · static analysis

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