★ 5 stars
🤖 AI/LLM
Updated 9d ago
Persistent memory for AI agents. Single Rust CLI, hybrid Gemini + FTS5 + RRF retrieval. R@5 = 0.99 on LongMemEval S (beats MemPalace). Agent-native: no MCP, no server, just shell out.
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Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Claude Desktop
Claude Code
Cursor
Add to claude_desktop_config.json:
{
"mcpServers": {
"engram-2": {
"command": "cargo",
"args": [
"run",
"--",
"engram-2"
]
}
}
}📋 Copy
Run in terminal:
claude mcp add engram-2 cargo run -- engram-2📋 Copy
Add to .cursor/mcp.json:
{
"mcpServers": {
"engram-2": {
"command": "cargo",
"args": [
"run",
"--",
"engram-2"
]
}
}
}📋 Copy
Topics
ai-agents claude cli gemini hybrid-search knowledge-graph llm longmemeval memory rag retrieval-augmented-generation rust scientific-papers semantic-search vector-search