Octocode MCP server

Octocode is a small helper that gives your AI assistant a map of your code. Instead of guessing, your AI can look through your project files, see how they connect, and answer questions about your code in plain language. It is handy if you work with code and want your AI to actually understand your project.

What this MCP server does

You ask your AI a question about your code, like where something is handled. The AI sends that question to Octocode, which looks through your project files. Octocode finds the right files and figures out how they connect, like which file imports which. Then it sends the answer back, and your AI explains it to you in the chat.

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What you can do with it

• Search your code by meaning, not exact words
• See how files import and call each other
• View a file's structure without reading the whole thing
• Find all places a function is used
• Jump to where something is defined
• Find patterns like every unwrap or new call
• Search your commit history for changes

Try asking your AI

• “Where is authentication handled in this project?”
• “What files depend on the payment module?”
• “Show me all error handling in the API layer”
• “Find every call site of this function”

What it gives back to you

You get answers in plain language in your chat. The AI might list files, show how they connect, or point to specific lines. Sometimes it shows a short summary of a file's structure, like its functions and imports. It can also tell you numbers, like how many places something is used.

Before you start

Who it's for

Developers and anyone who works with code and wants their AI assistant to understand their project.