mie

概述

MIE（记忆智能引擎）创建了一个共享知识图谱，Claude、ChatGPT 和 Cursor 等 AI 智能体可以访问它。它将结构化信息存储为事实、决策、实体和事件，并带有它们之间的关系，而不是简单的聊天日志。该架构使用嵌入式 CozoDB 数据库，并通过 Ollama 嵌入进行可选的语义搜索。MCP 服务器暴露了 12 个工具用于存储、查询、更新和管理知识图谱，零服务器端推理成本，因为它依赖于客户端智能体来评估什么是重要的。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• mie_analyze

  Surfaces related context before storing — the agent decides what's worth remembering

  试试:Show me related context before storing this information试试:What should I remember about this decision?
• mie_store

  Writes facts, decisions, entities, events, and relationships to the graph

  试试:Store that we chose PostgreSQL over DynamoDB for ACID transactions试试:Remember that Kraklabs is the independent software lab behind CIE
• mie_bulk_store

  Batch store up to 50 nodes with cross-references — ideal for importing knowledge from files or git history

  试试:Import all our decisions from these architecture documents试试:Batch store these facts about our team and technologies
• mie_get

  Retrieve a single memory node by ID with full details

  试试:Get details about database decision node 123试试:Show me the full information about entity Kraklabs
• mie_query

  Semantic search, exact lookup, or graph traversal across all node types

  试试:Find all our security decisions试试:Show me facts related to our payment architecture试试:What entities are connected to the PostgreSQL decision?
• mie_list

  List and filter nodes with pagination

  试试:List all events from last month试试:Show me our active decisions试试:List entities related to authentication
• mie_update

  Invalidate outdated facts, update statuses — with full history preserved

  试试:Update the database decision status to finalized试试:Mark the old API fact as outdated
• mie_delete

  Remove nodes with cascade (embedding + edges) or remove individual relationships

  试试:Delete the outdated DynamoDB alternative from the PostgreSQL decision试试:Remove the event about cancelled demo
• mie_conflicts

  Detect contradictions in stored knowledge

  试试:Check for conflicts in our security decisions试试:Show me any contradictory information about database choices
• mie_export

  Export the full graph as JSON or Datalog

  试试:Export my entire memory graph as JSON试试:Create a backup of all knowledge
• mie_repair

  Rebuild HNSW indexes and clean orphaned embeddings

  试试:Rebuild the search indexes试试:Clean up orphaned embeddings in the graph
• mie_status

  Graph health, node counts, usage metrics

  试试:Show me graph statistics and health试试:How many facts and decisions are stored?

可对比工具

安装

brew tap kraklabs/mie
brew install mie

mie init                    # 快速设置默认值
mie init --interview        # 交互式设置

{
  "mcpServers": {
    "mie": {
      "command": "mie",
      "args": ["--mcp"]
    }
  }
}

FAQ

MIE 与平台特定的内存功能有何不同？

MIE 适用于所有 AI 智能体（Claude、ChatGPT、Cursor 等），存储带有关系的数据而非纯文本，并且是可移植/可导出的。平台内存仅限于单个提供商，且知识项之间缺乏丰富的关系。

没有嵌入/Ollama 能否使用 MIE？

是的，MIE 没有嵌入也能工作。您仍然可以获得图遍历和精确匹配搜索功能。嵌入仅添加语义搜索功能。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: MIE – Shared memory for all your AI agents (Claude, Cursor, ChatGPT)▲ 1
  帖子 by kraklabs · 2026-02-06

mie 对比