SocratiCode

Package (npm 1.14.0)

npx -y [email protected]

Or add to your MCP client config:

{
  "mcpServers": {
    "socraticode": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "EMBEDDING_PROVIDER": "<YOUR_VALUE>",
        "OPENAI_API_KEY": "<YOUR_VALUE>",
        "GOOGLE_API_KEY": "<YOUR_VALUE>",
        "OLLAMA_URL": "<YOUR_VALUE>",
        "EMBEDDING_MODEL": "<YOUR_VALUE>",
        "EMBEDDING_DIMENSIONS": "<YOUR_VALUE>",
        "OLLAMA_MODE": "<YOUR_VALUE>",
        "OLLAMA_API_KEY": "<YOUR_VALUE>",
        "LMSTUDIO_URL": "<YOUR_VALUE>",
        "LMSTUDIO_API_KEY": "<YOUR_VALUE>",
        "LMSTUDIO_ALLOW_MISSING_MODEL_LISTING": "<YOUR_VALUE>",
        "LITELLM_URL": "<YOUR_VALUE>",
        "LITELLM_API_KEY": "<YOUR_VALUE>",
        "LITELLM_SEND_DIMENSIONS": "<YOUR_VALUE>",
        "QDRANT_MODE": "<YOUR_VALUE>",
        "QDRANT_URL": "<YOUR_VALUE>",
        "QDRANT_API_KEY": "<YOUR_VALUE>"
      }
    }
  }
}

• EMBEDDING_PROVIDER — Embedding provider to use: ollama (default), openai, google, lmstudio, or litellm
• OPENAI_API_KEY secret — API key for OpenAI embeddings (required only when EMBEDDING_PROVIDER=openai)
• GOOGLE_API_KEY secret — API key for Google embeddings (required only when EMBEDDING_PROVIDER=google)
• OLLAMA_URL — URL of the Ollama server (default: auto-detected; Docker-managed or http://localhost:11434)
• EMBEDDING_MODEL — Embedding model name (defaults per provider; required for lmstudio and litellm)
• EMBEDDING_DIMENSIONS — Embedding vector dimensions (defaults per provider; required for lmstudio and litellm)
• OLLAMA_MODE — Ollama mode: auto (default), docker, or external
• OLLAMA_API_KEY secret — Optional API key for authenticated Ollama proxies
• LMSTUDIO_URL — LM Studio OpenAI-compatible base URL (default: http://localhost:1234/v1)
• LMSTUDIO_API_KEY secret — Optional API key when LM Studio authentication is enabled
• LMSTUDIO_ALLOW_MISSING_MODEL_LISTING — Allow compatible embedding servers without a models endpoint to be probed directly
• LITELLM_URL — LiteLLM OpenAI-compatible base URL (default: http://localhost:4000/v1)
• LITELLM_API_KEY secret — LiteLLM master or virtual API key (required when EMBEDDING_PROVIDER=litellm)
• LITELLM_SEND_DIMENSIONS — Forward the dimensions parameter through LiteLLM when explicitly enabled
• QDRANT_MODE — Qdrant mode: managed (default, Docker-managed) or external (user-provided instance)
• QDRANT_URL — Full URL for remote/cloud Qdrant (e.g. https://xyz.cloud.qdrant.io:6333). Only needed when QDRANT_MODE=external
• QDRANT_API_KEY secret — API key for remote Qdrant instance. Only needed when QDRANT_MODE=external