MCP Qdrant Server with OpenAI Embeddings

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
QDRANT_URLNoURL to your Qdrant instancehttp://localhost:6333
OPENAI_API_KEYYesYour OpenAI API key
QDRANT_API_KEYNoYour Qdrant API key (if applicable)

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription

No tools

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