Muvon/octocode
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Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
About
Give your AI assistant a brain for your codebase. Octocode transforms your project into a navigable knowledge graph that Claude, Cursor, and other AI agents can search, understand, and navigate.
The Problem: AI assistants are blind to your codebase. They can't search your files, understand dependencies, or remember context across sessions.
The Solution: Octocode's MCP server gives AI agents:
Standard RAG treats your code as flat text chunks. It finds similar-sounding snippets but has no idea that authmiddleware.rs imports jwt.rs, calls userstore.rs, and is wired into router.rs. Octocode understands structure.
Octocode uses tree-sitter AST parsing to extract real symbols (functions,…
Excerpted from github.com/Muvon/octocode
Latest metrics
| Stars | 471 | 2026-09-12 |
|---|---|---|
| Forks | 46 | 2026-09-12 |
| Commits | 690 | 2026-09-12 |
| Releases | 42 | 2026-09-12 |
| Watchers | 4 | 2026-09-12 |
| Open issues | 4 | 2026-09-12 |
| Open PRs | 0 | 2026-09-12 |