---
name: "Index Large Codebases for Agent Search With Socraticode"
slug: "index-large-codebases-for-agent-search-with-socraticode"
description: "Use Socraticode to give coding agents a local codebase-intelligence layer for semantic search, dependency graphs, impact analysis, and call-flow investigation."
github_stars: 3132
verification: "security_reviewed"
source: "https://github.com/giancarloerra/SocratiCode"
author: "Giancarlo Erra"
publisher_type: "individual"
category: "Developer Tools"
framework: "MCP"
tool_ecosystem:
  github_repo: "giancarloerra/SocratiCode"
  github_stars: 3132
  npm_package: "socraticode"
  npm_weekly_downloads: 8576
---

# Index Large Codebases for Agent Search With Socraticode

Use Socraticode to give coding agents a local codebase-intelligence layer for semantic search, dependency graphs, impact analysis, and call-flow investigation.

## Prerequisites

Node.js 18+, Socraticode CLI or MCP server, and a compatible agent client such as Claude Code, VS Code, Cursor, or another MCP-capable coding environment

## Installation

Requirements and caveats from upstream:
- <a href="https://nodejs.org/"><img src="https://img.shields.io/badge/node-%3E%3D18-brightgreen.svg" alt="Node.js >= 18"></a>
- **Private and local by default** — Docker handles everything, no API keys required, no data leaves your machine. **Cloud ready** for embeddings (OpenAI, Google Gemini) and Qdrant, and a **full suite of configuration o...
- The first Qdrant‑based MCP/Claude Plugin/Skill that pairs auto‑managed, zero‑config local Docker deployment with **AST‑aware code chunking, hybrid semantic + BM25 (RRF‑fused) code search**, polyglot dependency **graph...

Basic usage or getting-started notes:
- [Quick Start](#quick-start)
- [Example Workflow](#example-workflow)

- Source: https://github.com/giancarloerra/SocratiCode
- Extracted from upstream docs: https://raw.githubusercontent.com/giancarloerra/SocratiCode/HEAD/README.md

## Documentation

- https://socraticode.cloud

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/index-large-codebases-for-agent-search-with-socraticode/)