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octocode-mcp

App

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally acros...

Copy the install, test the workflow, then decide if it earns a permanent slot.

898
Why nowStill in play

Still active enough to matter. Good candidate for a fast stack test instead of a long evaluation loop.

DecisionWorth testing this week

Copy the install, test the workflow, then decide if it earns a permanent slot.

Trial costMedium lift

Reasonable to try, but it will take more than a quick skim to get real signal.

Risk42/100

GitHub health 57/100. no security policy. 1 open issues make this testable, but not something to trust blind.

What You Are Adopting

AI Agent

Universal

Model

Multiple

Move Fast

open_in_new

No direct local install flow.

Open the project page, steal the pattern, and decide fast if it deserves a deeper test.

About

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. An open-source mcp server for the AI coding ecosystem.

Source & freshness

Source: GitHub repository

Source check: July 23, 2026

Upstream commit: July 23, 2026

Repository state: Not marked archived

Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.

README

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
react_vue_comparisson.mp4

Skills

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

Skill What it does
Research Deep code exploration via LSP, local tools, GitHub API, packages, PRs
Local Search Fast local codebase exploration with LSP semantic navigation
Plan Evidence-based planning: Understand, Research, Plan, Implement
PR Reviewer PR review across 7 domains with evidence-backed findings
Roast Brutally honest code critique with file:line citations
Prompt Optimizer Transform weak prompts into enforceable agent protocols
Documentation Writer Generate comprehensive repo documentation in 6 phases
octocode-skill.mp4

Documentation

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

Recommended quick links:

  • Authentication Setup
  • Configuration Reference
  • Local Tools + LSP Reference
  • CLI Skills Guide
  • Skills Index
  • Troubleshooting

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

Tech Stack

Go
Open Live ProjectAudit Repo

Reviews0

Log in to write a review.

AgingLast commit 2mo ago
bug_report1open issues
Submitted May 17, 2026

auto_awesomeYour strongest next moves after octocode-mcp