Socraticode

Name: Socraticode
Author: giancarloerra

by giancarloerracommunityv1.0.1

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SocratiCode provides AI with automated knowledge of your entire codebase and infrastructure, enabling deep semantic understanding without configuration. It supports large repositories and maintains an updated index automatically.

From the registry: MCP server for local codebase indexing, semantic search, and code dependency graphs.

GitHub Repository

Install & configure

Prerequisites

required
Node.js
Node.js runtime required for npx
https://nodejs.org
required
Docker
Docker required — automatically pulls Qdrant and Ollama images on first use
https://www.docker.com/products/docker-desktop/

Install in your client

Paste into the AI you're chatting with — it will figure out the rest

Please install the `socraticode` MCP server into my current AI client (that's you).

Required prerequisites (do these first if not already done):
- **Node.js** — Node.js runtime required for npx (https://nodejs.org)
- **Docker** — Docker required — automatically pulls Qdrant and Ollama images on first use (https://www.docker.com/products/docker-desktop/)

Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","socraticode"]
- optional environment variables:
  - `QDRANT_MODE`: Qdrant mode: docker (default), external, cloud (example: `docker`)
  - `OLLAMA_MODE`: Ollama mode: docker (default), native, external (example: `docker`)
  - `QDRANT_API_KEY`: Qdrant Cloud API key (only for cloud mode) (example: `<your_qdrant_key>`)

Note: Zero-config codebase intelligence. Auto-manages Docker containers for Qdrant and Ollama on first use. First-time indexing: ask AI 'Index this codebase'. Enterprise-tested on 40M+ LOC repos. Optional cloud embeddings (OpenAI, Google Gemini) for speed.

Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.

Note: Zero-config codebase intelligence. Auto-manages Docker containers for Qdrant and Ollama on first use. First-time indexing: ask AI 'Index this codebase'. Enterprise-tested on 40M+ LOC repos. Optional cloud embeddings (OpenAI, Google Gemini) for speed.