Octopoda-OS

概述

Octopoda 作为 AI 代理的内存操作系统，提供持久内存、循环检测和基于哈希链的审计跟踪功能。它支持本地和云部署，提供相同的 Python API。作为 MCP 服务器，它暴露了 29 个工具，使开发者能够通过模型上下文协议增强其 AI 代理的能力，包括内存管理、异常检测和可验证的操作历史记录。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• rememberremember(key, value)

  Store a value with a given key in the agent's persistent memory

  试试:Remember that the user prefers dark mode试试:Store the project deadline as December 31st
• recallrecall(key)

  Retrieve a value from the agent's memory using a specific key

  试试:What was the user's preference for theme?试试:What's the project deadline?
• recall_similarrecall_similar(query)

  Find memories based on semantic similarity rather than exact key matching

  试试:Find memories about user dietary preferences试试:What does the user think about the new feature?
• forgetforget(key)

  Delete a specific memory using its key

  试试:Remove the outdated configuration settings试试:Forget the temporary API token
• log_decisionlog_decision(decision, reasoning, context)

  Log a decision made by the agent with reasoning and context for audit trail

  试试:Log the decision to use PostgreSQL instead of MongoDB试试:Document why we chose to retry the failed request
• send_messagesend_message(recipient, message, message_type)

  Send a message to another agent through their inbox

  试试:Send an alert to the support agent about the system issue试试:Message the research agent with the new findings
• read_messagesread_messages(unread_only)

  Read messages sent to this agent, optionally filtering for unread messages only

  试试:Check for any new messages from other agents试试:Show me all unread alerts
• set_goalset_goal(goal, milestones)

  Set a goal with milestones for the agent to track

  试试:Set up the goal to migrate the entire system to microservices试试:Create a goal with milestones for the product launch
• update_progressupdate_progress(milestone_index, note)

  Update progress on a specific milestone with a note

  试试:Mark the first milestone as completed with notes about the work done试试:Update progress on the testing phase
• snapshotsnapshot(description)

  Create a snapshot of the agent's current state for potential recovery

  试试:Take a snapshot before making major changes试试:Snapshot the state before deployment
• restorerestore(snapshot_id)

  Restore the agent's state from a previous snapshot

  试试:Restore from the snapshot taken before the system crash试试:Go back to the state from last week
• forget_staleforget_stale(max_age_seconds)

  Remove memories older than the specified age

  试试:Clean up memories older than 30 days试试:Remove all temporary data older than a week

可对比工具

安装

pip install octopoda

{
  "mcpServers": {
    "octopoda": {
      "command": "python",
      "args": ["-m", "octopoda.mcp"]
    }
  }
}

FAQ

Octopoda 如何检测 AI 代理中的循环？

Octopoda 使用 5 信号引擎在几秒内检测重试、振荡、乒乓、反思和回忆模式，自动显示导致循环的调用。

我可以将 Octopoda 与现有的 AI 代理框架一起使用吗？

是的，Octopoda 可以与 LangChain、CrewAI、AutoGen、OpenAI Agents SDK 等框架集成，无需更改代理实现。

Hacker News 讨论

开发者社区最近的相关讨论。

• Octopoda open source agent OS with memory, loop detection, and audit trails▲ 5
  帖子 by Josephjackjrob1 · 2026-04-07

Octopoda-OS 对比