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remind

Verified Safe

by sandst1

Overview

Generalization-capable memory layer for LLMs that extracts, stores, and retrieves semantic concepts from raw episodic experiences, mimicking human memory consolidation.

Installation

Run Command
remind-mcp --port 8765

Environment Variables

  • OPENAI_API_KEY
  • ANTHROPIC_API_KEY
  • AZURE_OPENAI_API_KEY
  • AZURE_OPENAI_API_BASE_URL
  • AZURE_OPENAI_API_VERSION
  • AZURE_OPENAI_DEPLOYMENT_NAME
  • AZURE_OPENAI_EMBEDDING_DEPLOYMENT_NAME
  • AZURE_OPENAI_EMBEDDING_SIZE
  • OLLAMA_URL
  • OLLAMA_LLM_MODEL
  • OLLAMA_EMBEDDING_MODEL
  • LLM_PROVIDER
  • EMBEDDING_PROVIDER
  • REMIND_PORT

Security Notes

The server explicitly restricts database names to prevent path traversal vulnerabilities. API keys are sourced from environment variables, not hardcoded. JSON parsing from LLM output is handled with error recovery. Overall, the design demonstrates good security practices for its intended use.

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Stats

Interest Score36
Security Score9
Cost ClassHigh
Avg Tokens3000
Stars5
Forks1
Last Update2026-01-19

Tags

LLM memorysemantic graphepisodic memoryAI agentsconsolidationretrievalvector embeddingsweb UI