remembra-ai/remembra

Overview

Remembra is an open-source universal memory layer for AI applications. It can be self-hosted in minutes, providing a persistent memory backend for AI agents and chatbots.

Best for

Best for
Developers who want a simple, self-hosted memory solution for AI applications

Use cases

• Persisting conversation context across sessions for chatbots
• Sharing memory between multiple AI agents or tools
• Self-hosting a private memory backend for data control

How to use

Install

pip install remembra

Tools exposed

• store_memory
• recall_memories
• update_memory
• forget_memories
• list_memories
• search_entities
• share_memory
• relationships_at
• ingest_conversation
• health_check

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, ChatGPT

Notes

Remembra is an open-source universal memory layer for AI applications. It can be self-hosted in minutes, providing a persistent memory backend for AI agents and chatbots.

13 stars on GitHub. Last updated 2026-04-30. Licensed MIT.

Use cases

• Persisting conversation context across sessions for chatbots
• Sharing memory between multiple AI agents or tools
• Self-hosting a private memory backend for data control

Pros

• Open-source and self-hosted for full data ownership
• Quick setup with minimal configuration
• Designed as a universal drop-in memory layer

Cons

• Very small community (13 GitHub stars) indicating early stage
• Limited ecosystem and third-party integrations
• Potential lack of documentation and support

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.