remind

概述

Remind 作为一个复杂的 AI 智能体记忆层工作，既提供模式概念用于泛化，又保留事实簇用于详细信息。与传统 RAG 系统不同，它通过整合过程从经验中提取概念化知识。MCP 服务器为 Cursor 和 Claude Desktop 等 IDE 智能体提供集中式记忆，具有 Web UI、REST API 和多种数据库后端，包括支持向量搜索的 SQLite 和 PostgreSQL。

试试问 AI

装完之后，这里有 3 个你可以让 AI 做的事：

• remember

  Add an episode to memory with optional type, entity, and metadata

  试试:Remember that this project uses React with TypeScript试试:Remember that we chose PostgreSQL for the database with type decision试试:Remember this important conversation about product roadmap
• recall

  Retrieve memories using semantic search or entity filtering

  试试:What tech stack are we using for this project?试试:Show me all decisions we've made about database choices试试:Recall any conversations about user authentication
• consolidate

  Run memory consolidation to extract generalized concepts

  试试:Consolidate my recent memories试试:Run consolidation in the background试试:Forcefully consolidate all memories now
• ingest

  Auto-ingest raw text to extract memory-worthy episodes

  试试:Ingest this raw conversation transcript试试:Process this meeting transcript for memory extraction试试:Ingest the Slack channel history
• inspect

  List or view details of concepts or episodes

  试试:Inspect all concepts about database decisions试试:Show me the most recent episodes试试:Inspect details of concept with id 123
• search

  Search across concepts using keywords or tags

  试试:Search for anything related to authentication试试:Find concepts tagged with 'performance'试试:Search for mentions of 'TypeScript'
• entities

  List entities or show details of a specific entity

  试试:Show all entities in this project试试:Show details for the entity React试试:List entities mentioned in recent episodes
• topics

  Manage topics and view topic-specific concepts

  试试:List all topics试试:Create a new topic called 'Performance optimizations'试试:Show top concepts for the product roadmap topic
• update-episode

  Update content, type, entities, or topic of an episode

  试试:Update episode 45 with more details试试:Change the type of episode 23 to decision试试:Add entity 'React' to episode 12
• update-concept

  Update title, summary, confidence, tags, or relations of a concept

  试试:Update the title of concept 78试试:Add relation to concept 45试试:Change the confidence score for concept 12
• export

  Export memory to JSON format

  试试:Export all my memories to JSON试试:Export memories with format compact试试:Export memories with full episode details
• import

  Import memories from JSON format

  试试:Import memories from this JSON file试试:Import memories from backup.json试试:Import exported memories from another project

可对比工具

安装

# 安装包
pip install remind-mcp

# 启动 MCP 服务器
remind-mcp --port 8765

{
  "mcpServers": {
    "remind": {
      "url": "http://127.0.0.1:8765/sse?db=my-project"
    }
  }
}

pip install "remind-mcp[postgres]"  # PostgreSQL 支持
pip install "remind-mcp[rerank]"   # 跨编码器重新排序

remind 对比