# Qdrant

> Browse 6 items tagged with Qdrant.

## Items

- [MCP Server Qdrant](https://mcpserver.ever.works/tr/items/mcp-server-qdrant) — A Qdrant MCP server for vector database interactions. Apache-2 licensed.
- [MCP Qdrant Memory](https://mcpserver.ever.works/tr/items/mcp-qdrant-memory) — MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database, enabling AI assistants with persistent, searchable memory.
- [Qdrant MCP Local](https://mcpserver.ever.works/tr/items/qdrant-mcp-local) — Docker Compose setup for easily running Qdrant and MCP-server-qdrant in a local environment. Provides vector database operations for development and testing.
- [Qdrant MCP Server for Semantic Search](https://mcpserver.ever.works/tr/items/qdrant-mcp-server-for-semantic-search) — Model Context Protocol server providing semantic search capabilities using local Qdrant vector database with support for multiple embedding providers including Ollama, OpenAI, Cohere, and Voyage AI for intelligent information retrieval.
- [Qdrant MCP Server](https://mcpserver.ever.works/tr/items/qdrant-mcp-server-qdrant) — Qdrant MCP server for vector similarity search and storage. Features high-performance vector database with semantic search, filtering, and recommendations. Ideal for AI/ML applications requiring fast vector operations.
- [open-dental-mcp](https://mcpserver.ever.works/tr/items/open-dental-mcp) — Facilitates natural language querying of OpenDental documentation using a Qdrant vector database.

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