No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by Muvon · MCP Server · ★ 475
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is octocode safe to install? View the security audit →
Structural Code Intelligence for AI Agents — MCP Server + Knowledge Graph + Semantic Search 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 • 🤖 MCP Integration • 📖 Documentation • 🌐 Website 🤖 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 meani
| Stars | 475 |
| Forks | 50 |
| Language | Rust |
| Category | MCP Server |
| License | Apache-2.0 |
| Quality Score | 65.0052802945346/100 |
| Open Issues | 4 |
| Last Updated | 2026-09-19 |
| Created | 2025-06-01 |
| Platforms | claude-code, cli, mcp, rust |
| Est. Tokens | ~26k |
These tools work well together with octocode for enhanced workflows:
Looking for a octocode alternative? If you're comparing octocode with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
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octocode is 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 codeb. It is categorized as a MCP Server with 475 GitHub stars.
octocode is primarily written in Rust. It covers topics such as ai, ai-agents, claude-code.
You can find installation instructions and usage details in the octocode GitHub repository at github.com/Muvon/octocode. The project has 475 stars and 50 forks, indicating an active community.
octocode is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
The top alternatives to octocode on Agent Skills Hub include grepai, antigravity-workspace-template, codegraph-rust. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: