Vec Memory
Provides graph-based semantic memory storage and retrieval using vector embeddings and SQLite, enabling relationship creation between memories and similarity-based search through natural language.
What is Vec Memory?
Vec Memory is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to provides graph-based semantic memory storage and retrieval using vector embeddings and sqlite, enabling relationship creation between memories and similarity-based search through natural language.
Provides graph-based semantic memory storage and retrieval using vector embeddings and SQLite, enabling relationship creation between memories and similarity-based search through natural language.
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Provides graph-based semantic memory storage and retrieval u
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx vec-memory-mcp-serverConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Vec Memory
What is Vec Memory?
Vec Memory is a Model Context Protocol (MCP) server that provides graph-based semantic memory storage and retrieval using vector embeddings and sqlite, enabling relationship creation between memories and similarity-based search through natural language. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Vec Memory?
Follow the installation instructions on the Vec Memory GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Vec Memory?
Vec Memory works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Vec Memory free to use?
Yes, Vec Memory is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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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 Vec Memory in Your Editor
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Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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