An MCP server implementation for retrieving and processing documentation through vector search, enabling AI assistants to augment responses with relevant documentation context.
| Parameter | Description |
|---|---|
| OPENAI_API_KEY* | Your OpenAI API key for embeddings generation. |
| QDRANT_URL* | URL of your Qdrant vector database instance. |
| QDRANT_API_KEY* | API key for authenticating with Qdrant. |