Octocode MCP

Semantic code search and analysis engine for AI assistants. Explore GitHub/GitLab and local codebases using natural language.

Octocode is an LLM-powered semantic code research and context generation platform. Search and analyze public/private repositories on GitHub and GitLab, plus local codebases using natural language. Leverages LSP intelligence for compiler-level code understanding to discover implementation patterns and live documentation.

Author: bgauryy

Stars: 786

GitHub

Install: npx octocode-cli

Key Features

• Natural language search across GitHub/GitLab repositories
• LSP-powered compiler-level code understanding
• Semantic analysis of local codebases
• Discovery of implementation patterns and live documentation
• Jump-to-definition and call hierarchy intelligence

Use Cases

• Code pattern research — Search similar implementation patterns across GitHub to learn best practices and industry standards
• Private codebase analysis — Analyze private repositories semantically to automate context generation for internal codebases
• Missing documentation recovery — Automatically discover and generate documentation from implementation using compiler-level understanding
• PR review acceleration — Automatically find contextual patterns to speed up pull request review and validation