octocode

About octocode

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.

ai ai-agents claude-code cli code-intelligence code-search cursor developer-tools doc-search embeddings

Quick Facts

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

Compatible Skills

These tools work well together with octocode for enhanced workflows:

shodh-memory — semantic(0.26)+rare_topics+same_lang+similar_pop+shared_platform (53%)
blockoli — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (50%)
codegraph-rust — semantic(0.31)+rare_topics+same_lang+similar_pop+shared_platform (50%)
memory_agent_hub — semantic(0.17)+complementary+rare_topics+similar_pop (49%)

More MCP Server Tools

Explore other popular mcp server tools:

ECC ⭐ 263.2k
n8n ⭐ 205.4k
everything-claude-code ⭐ 186.6k
dify ⭐ 156.5k
open-webui ⭐ 152.6k
cc-switch ⭐ 133.4k
graphify ⭐ 119.7k
gemini-cli ⭐ 107.1k
awesome-mcp-servers ⭐ 95.1k
ragflow ⭐ 90.9k

View all MCP Server tools →

Popular Rust Agent Tools

cc-switch ⭐ 133.4k · MCP Server
rtk ⭐ 81.1k · Agent Tool
Pake ⭐ 61.5k · Claude Skill
agent-browser ⭐ 42.9k · Agent Tool
herdr ⭐ 39.7k · Codex Skill

Frequently Asked Questions

What is octocode?

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.

What programming language is octocode written in?

octocode is primarily written in Rust. It covers topics such as ai, ai-agents, claude-code.

How do I install or use octocode?

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.

What license does octocode use?

octocode is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP Server tools