Octocode MCP

A server for semantic code search and context generation across public and private repositories using LLMs.

Octocode: Research Driven Development for AI


Installation

Prerequisites: GitHub authentication required. See Authentication Setup.

Recommended: Octocode CLI

npx octocode-cli

Interactive setup wizard with GitHub OAuth, MCP server installation, and skills marketplace.

Alternative Methods

Add to your MCP configuration file:

{
  "mcpServers": {
    "octocode": {
      "command": "npx",
      "args": ["octocode-mcp@latest"]
    }
  }
}
npx add-skill https://github.com/bgauryy/octocode-mcp/tree/main/skills/octocode-research

MCP Server

The Octocode MCP Server connects your AI assistant to code:

  • GitHub & GitLab: Search repositories, find usage patterns, read implementations, explore PRs
  • Local Tools: Search code, browse directories, find files in your local codebase
  • LSP Intelligence: Go to Definition, Find References, Call Hierarchy -- compiler-level understanding

https://github.com/user-attachments/assets/de8d14c0-2ead-46ed-895e-09144c9b5071


Skills

Agent Skills are a lightweight, open format for extending AI agent capabilities. Skills index: skills/README.md

SkillWhat it does
ResearchDeep code exploration via LSP, local tools, GitHub API, packages, PRs
Local SearchFast local codebase exploration with LSP semantic navigation
PlanEvidence-based planning: Understand, Research, Plan, Implement
PR ReviewerPR review across 7 domains with evidence-backed findings
RoastBrutally honest code critique with file:line citations
Prompt OptimizerTransform weak prompts into enforceable agent protocols
Documentation WriterGenerate comprehensive repo documentation in 6 phases

https://github.com/user-attachments/assets/5b630763-2dee-4c2d-b5c1-6335396723ec


Documentation

For the full documentation index, start here: docs/README.md

Recommended quick links:

The Manifest

"Code is Truth, but Context is the Map." -- Read the Manifest for Research Driven Development to understand the philosophy behind Octocode.


Contributing

See the Development Guide for monorepo setup, testing, and contribution guidelines.


Related Servers