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.
Install
npx -y socraticode@1.16.1Environment variables
EMBEDDING_PROVIDERSet in your MCP configOPENAI_API_KEYSet in your MCP configGOOGLE_API_KEYSet in your MCP configOLLAMA_URLSet in your MCP configEMBEDDING_MODELSet in your MCP configEMBEDDING_DIMENSIONSSet in your MCP configOLLAMA_MODESet in your MCP configOLLAMA_API_KEYSet in your MCP configLMSTUDIO_URLSet in your MCP configLMSTUDIO_API_KEYSet in your MCP configLMSTUDIO_ALLOW_MISSING_MODEL_LISTINGSet in your MCP configLITELLM_URLSet in your MCP configLITELLM_API_KEYSet in your MCP configLITELLM_SEND_DIMENSIONSSet in your MCP configQDRANT_MODESet in your MCP configQDRANT_URLSet in your MCP configQDRANT_API_KEYSet in your MCP configInstall with your client
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.
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