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socraticode MCP Server

API key required

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

To add socraticode to Claude, run the install command below or copy the ready-made config for Claude Code, Claude Desktop, Cursor and VS Code further down. Restart your client after adding it and its tools show up in your next conversation. It needs 17 environment variables, listed below.

SearchDevTools

Install

npx -y socraticode@1.16.1

Environment variables

EMBEDDING_PROVIDERSet in your MCP config
OPENAI_API_KEYSet in your MCP config
GOOGLE_API_KEYSet in your MCP config
OLLAMA_URLSet in your MCP config
EMBEDDING_MODELSet in your MCP config
EMBEDDING_DIMENSIONSSet in your MCP config
OLLAMA_MODESet in your MCP config
OLLAMA_API_KEYSet in your MCP config
LMSTUDIO_URLSet in your MCP config
LMSTUDIO_API_KEYSet in your MCP config
LMSTUDIO_ALLOW_MISSING_MODEL_LISTINGSet in your MCP config
LITELLM_URLSet in your MCP config
LITELLM_API_KEYSet in your MCP config
LITELLM_SEND_DIMENSIONSSet in your MCP config
QDRANT_MODESet in your MCP config
QDRANT_URLSet in your MCP config
QDRANT_API_KEYSet in your MCP config

Install with your client

Terminal
claude mcp add socraticode --env EMBEDDING_PROVIDER=<YOUR_EMBEDDING_PROVIDER> --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env GOOGLE_API_KEY=<YOUR_GOOGLE_API_KEY> --env OLLAMA_URL=<YOUR_OLLAMA_URL> --env EMBEDDING_MODEL=<YOUR_EMBEDDING_MODEL> --env EMBEDDING_DIMENSIONS=<YOUR_EMBEDDING_DIMENSIONS> --env OLLAMA_MODE=<YOUR_OLLAMA_MODE> --env OLLAMA_API_KEY=<YOUR_OLLAMA_API_KEY> --env LMSTUDIO_URL=<YOUR_LMSTUDIO_URL> --env LMSTUDIO_API_KEY=<YOUR_LMSTUDIO_API_KEY> --env LMSTUDIO_ALLOW_MISSING_MODEL_LISTING=<YOUR_LMSTUDIO_ALLOW_MISSING_MODEL_LISTING> --env LITELLM_URL=<YOUR_LITELLM_URL> --env LITELLM_API_KEY=<YOUR_LITELLM_API_KEY> --env LITELLM_SEND_DIMENSIONS=<YOUR_LITELLM_SEND_DIMENSIONS> --env QDRANT_MODE=<YOUR_QDRANT_MODE> --env QDRANT_URL=<YOUR_QDRANT_URL> --env QDRANT_API_KEY=<YOUR_QDRANT_API_KEY> -- npx -y socraticode@1.16.1

Run this in a terminal to add the server to Claude Code.

What this does

socraticode exposes a set of tools to Claude over the Model Context Protocol. After you add it to claude_desktop_config.json (snippet above) and restart Claude Desktop, those tools become callable inside any conversation.

Requirements

This server needs the following environment variables to be set before it can run:

EMBEDDING_PROVIDER
OPENAI_API_KEY
GOOGLE_API_KEY
OLLAMA_URL
EMBEDDING_MODEL
EMBEDDING_DIMENSIONS
OLLAMA_MODE
OLLAMA_API_KEY
LMSTUDIO_URL
LMSTUDIO_API_KEY
LMSTUDIO_ALLOW_MISSING_MODEL_LISTING
LITELLM_URL
LITELLM_API_KEY
LITELLM_SEND_DIMENSIONS
QDRANT_MODE
QDRANT_URL
QDRANT_API_KEY

Set these via the env object in your MCP config (see claude_desktop_config.json snippet above).

Frequently asked questions

How do I install socraticode?

Run the Claude Code command in the install section to add socraticode to Claude Code, or copy the ready-made config for your client from the install section on this page. Restart your client afterwards and the tools appear in your next conversation.

Which clients work with socraticode?

This page carries setup and config for Claude Code, Claude Desktop, Cursor and VS Code. Any other MCP client that accepts a standard server config can connect to socraticode as well.

Does socraticode need an API key?

Yes. Before it can run, set these environment variables: EMBEDDING_PROVIDER, OPENAI_API_KEY, GOOGLE_API_KEY, OLLAMA_URL, EMBEDDING_MODEL, EMBEDDING_DIMENSIONS, OLLAMA_MODE, OLLAMA_API_KEY, LMSTUDIO_URL, LMSTUDIO_API_KEY, LMSTUDIO_ALLOW_MISSING_MODEL_LISTING, LITELLM_URL, LITELLM_API_KEY, LITELLM_SEND_DIMENSIONS, QDRANT_MODE, QDRANT_URL, QDRANT_API_KEY. They go in the env block of your MCP config.

Imported from the Official MCP Registry. The details above come from the registry entry; the maker can claim this listing to correct them, add docs, and see its traffic.

Is this your MCP server?

Claim this listing to see its traffic, fix details yourself, and skip the review queue on future updates.

Listed on clauderules.net

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