Octocode serves as a developer tool that prioritizes local-first functionality, enabling engineers and AI coding assistants to delve into and comprehend software repositories. By integrating semantic and structural code search with a dynamic graph showcasing files, symbols, imports, calls, and dependencies, Octocode allows users to follow code connections, identify pertinent implementations, examine signatures, and track modifications throughout a codebase. Its command-line interface facilitates straightforward searches, while the built-in Model Context Protocol (MCP) server provides access to search, graph, and language-server features for compatible clients like Claude Desktop, Claude Code, Codex CLI, Cursor, and Windsurf. Octocode is adaptable, capable of utilizing local embedding models or optional remote providers, and it constructs its repository index with a focus on local-first usage. It is compatible with Windows, macOS, and Linux and is distributed under the Apache 2.0 license, making it an ideal tool for developer onboarding, efficient codebase navigation, refactoring impact assessment, and AI-enhanced code review processes. Furthermore, Octocode's robust functionalities streamline collaboration among development teams, thereby enhancing overall productivity.