Audrey

概述

Audrey 是 AI 代理的本地优先记忆防火墙，提供持久化的记忆连续性。它作为一个 SQLite 支持的记忆层，代理可以在执行操作前咨询。服务器提供 20 多个 MCP 工具用于内存操作，如预检查、回忆、编码和验证。它与 Claude Code、Claude Desktop、Cursor、Windsurf、VS Code、JetBrains、Ollama 支持的代理等集成。Audrey 实现了全面的记忆模型，包括情景记忆、语义记忆和程序记忆，以及衰减、干扰处理和矛盾管理。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• memory_preflight

  Check prior failures, risks, rules, and relevant procedures before an action

  试试:Check if there are any known issues with running npm deploy试试:Review previous failures before executing this database query
• memory_recall

  Find durable context by semantic similarity

  试试:Recall information about Stripe rate limits试试:Find previous solutions for authentication errors
• memory_reflexes

  Get trigger-response guidance agents can follow based on remembered evidence

  试试:What should I do when encountering a 404 error?试试:Show me the reflexes for database connection failures
• memory_validate

  Validate whether memory was helpful after an action

  试试:Was the preflight advice useful for this deployment?试试:Rate how helpful the memory recall was for solving this problem
• memory_dream

  Consolidate episodes into principles and apply memory decay

  试试:Consolidate recent memories into principles试试:Apply memory decay to old information
• encode

  Store a useful observation in memory

  试试:Remember that Stripe returns HTTP 429 above 100 req/s试试:Store this information about our deployment process
• capsule

  Get a turn-sized memory packet

  试试:Get the relevant memory for this conversation试试:Provide context for the current task
• guard

  Check memory before executing a tool

  试试:Guard this bash command against past failures试试:Check if there are any warnings before running this deployment
• promote

  Promote memories to higher importance

  试试:Promote this solution to a top-level principle试试:Increase the importance of this memory
• impact

  Assess whether the memory system is performing effectively

  试试:How effective has Audrey been at preventing repeated mistakes?试试:Show me the impact metrics for the memory system
• observe-tool

  Record and analyze tool usage patterns

  试试:Record this tool usage for future analysis试试:Observe the patterns in this command execution
• reembed

  Re-embed memories with updated models

  试试:Update embeddings for all memories with new model试试:Re-process all memories with current embedding model

可对比工具

安装

# 通过 npm 安装
npm install -g audrey

# 基本设置
npx audrey doctor

# 为 Claude Code 安装
npx audrey install --host claude-code

# 验证安装
claude mcp list

{
  "mcpServers": {
    "audrey": {
      "command": "npx",
      "args": ["audrey", "mcp-config", "generic"]
    }
  }
}

FAQ

Audrey 支持哪些记忆模型？

Audrey 支持情景记忆（具体观察）、语义记忆（合并原则）和程序记忆（记住的行动方式），以及情感/显著性、干扰/衰减和矛盾处理。

Audrey 可以与非 Claude AI 代理一起使用吗？

是的，Audrey 可以与任何支持 MCP 或 REST API 的 AI 代理一起使用，包括 Claude Code、Claude Desktop、Cursor、Windsurf、VS Code、JetBrains、Ollama 支持的代理和自定义代理服务。

Hacker News 讨论

开发者社区最近的相关讨论。

• Audrey: Local-first memory guard for AI agents (source)▲ 2💬 1
  帖子 by evilanders · 2026-05-13

Audrey 对比