mcp-server-qdrant
If you are the rightful owner of mcp-server-qdrant and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
A Machine Control Protocol (MCP) server for storing and retrieving information from a Qdrant vector database.
The MCP Server for Qdrant is designed to facilitate the storage and retrieval of information using a Qdrant vector database. It supports semantic search capabilities, allowing users to efficiently find stored information. The server integrates with FastEmbed for text embeddings, ensuring high-quality data processing. Configuration is environment-based, making it adaptable to various deployment scenarios. Additionally, the server supports Docker, simplifying the deployment process across different environments. Users can install the server using pip or from the source, and it provides a range of development tools for testing, formatting, linting, and building.
Features
- Store text information with optional metadata in Qdrant
- Semantic search for stored information
- FastEmbed integration for text embeddings
- Environment-based configuration
- Docker support
Tools
qdrant-store
Store information in Qdrant database, supporting additional metadata
qdrant-find
Use semantic search to find information in a Qdrant database
