Qdrant with MCP FAQs

Question 1

Where is the data stored?

Accepted Answer

Data is persistently stored in the `./qdrant_storage` directory. Make sure to back it up regularly.

Question 2

What are the main features?

Accepted Answer

Key features include storing and managing code snippets, enabling natural language-based code search, supporting semantic search for related code, using the sentence-transformers/all-MiniLM-L6-v2 embedding model, and supporting SSE transmission.

Question 3

What are the `qdrant-store` and `qdrant-find` tools?

Accepted Answer

`qdrant-store` saves information to the Qdrant database.  It accepts an `information` string and optional `metadata`. `qdrant-find` searches the database based on a `query` string and returns relevant results.

Question 4

How do I install and run Qdrant with MCP?

Accepted Answer

You need Docker and Docker Compose. Clone the repository, navigate to the project directory, and run `docker-compose up -d`.  Refer to the documentation for detailed instructions.

Question 5

What is Qdrant with MCP?

Accepted Answer

It's a system that combines the Qdrant vector database with an MCP server to store, manage, and search code snippets using natural language queries and semantic similarity.

Qdrant with MCP

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