octocode-mcp

mcp
SUMMARY

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

README.md

Octocode: Research Driven Development for AI

Octocode Logo

Stop Guessing. Start Knowing.

Empower your AI assistant with the skills of a Senior Staff Engineer.

octocode.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

One-Click Install (Cursor)

Install in Cursor

Manual MCP Configuration

Add to your MCP configuration file:

{
  "mcpServers": {
    "octocode": {
      "command": "npx",
      "args": ["octocode-mcp@latest"]
    }
  }
}
Research Skill (Direct Install)
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

Skill What it does
Researcher Code search & exploration — local LSP + external (GitHub, npm/PyPI)
Research Multi-phase research with sessions, checkpoints, state persistence
Engineer Understand, write, analyze, audit code — AST + LSP + dependency graph
Plan Evidence-based planning: Understand > Research > Plan > Implement
RFC Generator Formal technical decisions with alternatives, trade-offs, and recommendations
PR Reviewer PR & local code review across 7 domains with LSP flow tracing
Roast Brutal code critique with file:line citations and severity levels
Prompt Optimizer Turn weak prompts into enforceable agent protocols
Doc Writer 6-phase pipeline producing 16+ validated docs

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.


Built with care for the AI Engineering Community

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