Octocode

Octocode is an open-source MCP server that transforms your codebase into a queryable semantic knowledge graph for advanced code understanding and semantic search. It enables developers and AI assistants to perform natural language code search, visualize dependencies, and gain deep awareness of code structure across 12+ programming languages. Designed for onboarding, code review, refactoring, and powering AI tools like Claude or Cursor with rich contextual insights, Octocode is ideal for developer teams and anyone building context-aware AI code tools.