Engram Memory
Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp
What is Engram Memory?
Engram Memory is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp
Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Combines bm25, vector and knowledge graphs to create a compr
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx engram-memory-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Engram Memory
What is Engram Memory?
Engram Memory is a Model Context Protocol (MCP) server that combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Engram Memory?
Follow the installation instructions on the Engram Memory GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Engram Memory?
Engram Memory works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Engram Memory free to use?
Yes, Engram Memory is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.
Engram Memory Alternatives — Similar Knowledge & Memory Servers
Looking for alternatives to Engram Memory? Here are other popular knowledge & memory servers you can use with Claude, Cursor, and VS Code.
MemPalace
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Kratos
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Context Mode
★ 15.4kAn MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programm
Memu
★ 13.7kMemory for 24/7 proactive agents like OpenClaw.
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 Engram 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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