Memory Server with Qdrant
Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.
What is Memory Server with Qdrant?
Memory Server with Qdrant is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to facilitates knowledge graph representation with semantic search using qdrant, supporting openai embeddings for semantic similarity and robust https integration with file-based graph persistence.
Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Facilitates knowledge graph representation with semantic sea
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx mcp-memory-server-with-qdrant-persistenceConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Memory Server with Qdrant
What is Memory Server with Qdrant?
Memory Server with Qdrant is a Model Context Protocol (MCP) server that facilitates knowledge graph representation with semantic search using qdrant, supporting openai embeddings for semantic similarity and robust https integration with file-based graph persistence. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Memory Server with Qdrant?
Follow the installation instructions on the Memory Server with Qdrant GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Memory Server with Qdrant?
Memory Server with Qdrant works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Memory Server with Qdrant free to use?
Yes, Memory Server with Qdrant is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
Memory Server with Qdrant Alternatives — Similar Knowledge & Memory Servers
Looking for alternatives to Memory Server with Qdrant? Here are other popular knowledge & memory servers you can use with Claude, Cursor, and VS Code.
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Context Mode
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Memu
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MemOS
★ 9.3kMemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, u
Everos
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Browse More Knowledge & Memory MCP Servers
Explore all knowledge & memory servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up Memory Server with Qdrant in Your Editor
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Add this to your claude_desktop_config.json or .cursor/mcp.json
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