Code Prism is a tool designed from the ground up to equip developers, code reviewers, cybersecurity researchers, and auditors with unparalleled analytical power. Users can load an entire code repository as a zip file, and Code Prism provides a comparative analysis from multiple Large Language Models (LLMs). The system creates a semantic index of the code, enabling users to dive deep with multi-agent analysis capabilities. This allows for the generation of various comprehensive reports, such as a NIST CSF based risk matrix, vulnerability assessments, and code quality summaries, streamlining the security and review process.