Jimmy974_mcp-server-qdrant
If you are the rightful owner of Jimmy974_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 semantic representations. Configuration is environment-based, making it adaptable to different deployment scenarios. Additionally, the server supports Docker, simplifying deployment and scaling. Users can install the server via pip or from source, and configure it using environment variables. The server provides tools for storing and searching information in the Qdrant database, making it a versatile solution for applications requiring vector-based data management.
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
Stores information in the Qdrant database.
qdrant-find
Searches for information in the Qdrant database using semantic search.
