Octocode — AI skill for Claude Code
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary.
How to install Octocode
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open Muvon/octocode and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Octocode does
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.
Alternatives in AI
- Codeseek — Rust-powered code intelligence CLI for AI coding agents 764 ★
- Agenvoy — Self-hosted AI agent harness in a single Go binary — writes, sandbox-tests and repairs its own tools, and lets 474 ★
- Ataru — High-performance AI memory retrieval for local agent history — a Rust search core (SDK / API / JSON CLI) plus 351 ★
README
**Structural Code Intelligence for AI Agents — MCP Server + Knowledge Graph + Semantic Search**
[](https://github.com/Muvon/octocode/actions/workflows/ci.yml) [](https://github.com/Muvon/octocode/actions/workflows/ci.yml) [](https://crates.io/crates/octocode) [](https://github.com/Muvon/octocode/stargazers) [](https://opensource.org/licenses/Apache-2.0) [](https://www.rust-lang.org) [](https://github.com/Muvon/octocode/releases)
**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.
[🚀 Quick Start](#-quick-start) • [🤖 MCP Integration](#-mcp-server-integration) • [📖 Documentation](#-documentation) • [🌐 Website](https://octocode.muvon.io)
🤖 Built for AI Agents
**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:
- 🔍 Semantic search — Find code by meaning, not keywords
- 🕸️ Knowledge graph — Navigate imp
Related Skills
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessi
Xint Rs
X Intelligence CLI — search, monitor, analyze, and engage on X/Twitter. Single Rust binary, 2.5MB, <5ms startu
Kipi
kipi is a single-binary Rust CLI that manages skills and cross-repo knowledge for LLM coding agents (Claude Co
Octobrain
Persistent memory for AI assistants — semantic search, knowledge graph, and MCP server integration. Built in R
LLM Kernel
Rust foundation library for AI-native apps — 16-provider catalog, async LLM client, MCP server, knowledge grap
Repo Deep Dive
Claude Skill for developing a deep-dive understanding on a code repository based on a learn-first strategy wer
Related Agents
Arch Purist
The iron-fisted enforcer of DDD layer boundaries and architectural integrity. Use this agent to audit import g
Model Runner
Deterministic wrapper that runs a prompt on a non-Claude model (OpenAI via Codex, Cursor's composer/grok/glm,
Benchmark Agent
Use this agent for competitive intelligence and platform benchmarking — it obsessively tracks where Cursor, De