Qdrant MCP Server
About
# Qdrant MCP Server An MCP server for interacting with [Qdrant](https://qdrant.tech/) vector database. This server provides tools for managing vectors, performing similarity searches, and automatic text-to-vector embedding using the MCP (Master Control Program) framework. ## Features - Automatic text-to-vector…
Explore
- Automatic text-to-vector embedding using FastEmbed
- Store and retrieve text content with vector search
- Use default collection configuration through environment variables
- Text similarity search by content
- Efficient embedding with optimized models
Create a .env file based on the .env.example template:
1. Install the package:
2. Run the server:
1. Build the Docker image:
2. Run the container:
The server provides the following tools:
An MCP server for interacting with Qdrant vector database. This server provides tools for managing vectors, performing similarity searches, and automatic text-to-vector embedding using the MCP (Master Control Program) framework.
Features
- Automatic text-to-vector embedding using FastEmbed
- Store and retrieve text content with vector search
- Use default collection configuration through environment variables
- Text similarity search by content
- Efficient embedding with optimized models
Configuration
Create a .env file based on the .env.example template:
```
Sign in to leave a review
Use Google, GitHub, or an email account so ratings stay tied to real people.
No reviews posted yet.
