MCP Server for Qdrant
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
Integrations
Enables configuration of the server through environment variables stored in .env files, supporting settings for connection details and model parameters.
Provides containerization support for running the MCP server in isolated environments, with Docker Compose configuration included for easy deployment.
Supports installation from source using Git for developers who want to modify or contribute to the codebase.
MCP Server for Qdrant
A Machine Control Protocol (MCP) server for storing and retrieving information from a Qdrant vector database.
Features
- Store text information with optional metadata in Qdrant
- Semantic search for stored information
- FastEmbed integration for text embeddings
- Environment-based configuration
- Docker support
Installation
Using pip
From source
Configuration
Configuration is done through environment variables. You can create a .env file based on the .env.example file:
Edit the .env file to configure the server:
Usage
Running locally
Or using the make command:
Docker
Tools
The MCP server provides the following tools:
qdrant-store
Stores information in the Qdrant database.
qdrant-find
Searches for information in the Qdrant database using semantic search.
Development
Testing
Formatting
Linting
Building
License
Apache License 2.0
This server cannot be installed
A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.