Vector Memory
A secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like
What is Vector Memory?
Vector Memory is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to secure vector-based memory server that provides persistent semantic memory for ai assistants using sqlite-vec and sentence-transformers. it enables semantic search and organization of coding experienc...
A secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- A secure vector-based memory server that provides persistent
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx vector-memory-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Vector Memory
What is Vector Memory?
Vector Memory is a Model Context Protocol (MCP) server that secure vector-based memory server that provides persistent semantic memory for ai assistants using sqlite-vec and sentence-transformers. it enables semantic search and organization of coding experiences, solutions, and knowledge with features like It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Vector Memory?
Follow the installation instructions on the Vector Memory GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Vector Memory?
Vector Memory works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Vector Memory free to use?
Yes, Vector Memory is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
Vector Memory Alternatives — Similar Knowledge & Memory Servers
Looking for alternatives to Vector Memory? Here are other popular knowledge & memory servers you can use with Claude, Cursor, and VS Code.
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Kratos
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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
★ 5.4kBuild, evaluate, and integrate long-term memory for self-evolving agents.
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 Vector Memory in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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