octocode

Why we included this project

Coding agents lose the plot fast when a question spans a large local repo and other GitHub projects at once. Octocode gives them a research tool they can call directly: it searches your local code plus external sources like GitHub repositories, PRs, and npm packages using ripgrep, structural AST matching, and language-server data, then returns compact, cited findings instead of raw output dumps. The same Rust engine runs as an MCP server for Cursor, Claude Code, or Windsurf, or as a standalone CLI that emits JSON for scripting. Setup is almost instant because there is no indexing or embedding step, and the token-conscious replies let an agent inspect a big file's shape without eating the whole context window. For PR review, cross-repo debugging, or bringing a new teammate up to speed in private repos, it turns scattered repository knowledge into evidence both the agent and its human reviewers can check.