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Engram Memory

Memory Knowledge
2
GitHub Stars

Self-hosted MCP server giving AI agents persistent memory — Markdown source of truth, hybrid BM25+embedding search, typed graph relations.

Installation

⭐ RecommendedSource
git clone https://github.com/veronchenko/engram-memory && cd engram-memory
pip install -e .

💡 Tip: Make sure you have the appropriate package manager installed. Refer to the official documentation for detailed installation instructions.

Compatibility Matrix

Filter:

Cursor

STDIO
stdio:Auto-detected (unverified)

Claude Desktop

STDIO
stdio:Auto-detected (unverified)

MCP Compatible

STDIO
stdio:Auto-detected (unverified)
Verified - Tested by community
Unverified - Not yet tested
⚡ STDIO🌊 SSE🌐 HTTP

Server Information

License:unknown
Classification:active
Source:Data aggregated from public MCP directories

Quick Stats

Transports:
STDIO
Compatible Clients:3
Install Methods:1

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