its-over-9k

概述

its-over-9k 是一个全面的 AI 代理内存框架，提供跨会话、设备和 AI 提供商的持久化、可移植和令牌高效的知识管理。它采用五级延迟加载系统，确保用户只需读取所需内容。该框架包括自动会话内存、俳句后台检查点、基于项目的组织结构和完整的技能系统。通过 12 个 MCP 工具，它可以高效地读取、写入、搜索和组织内存，同时在不同 AI 提供商和环境中保持上下文连贯性。

试试问 AI

装完之后，这里有 4 个你可以让 AI 做的事：

• read_memory

  5-level lazy read memory entries by ID, prefix, search, time, or tag

  试试:Show me my recent lessons试试:Find errors related to authentication试试:Read memory entry P0048
• write_memory

  Create new memory entries with title, body, tags, and links

  试试:Create a new lesson about TypeScript best practices试试:Add a decision entry about API design choices试试:Document this debugging session as an error entry
• append_memory

  Add child nodes to existing memory entries

  试试:Add details to the existing decision about microservices试试:Append notes to the error entry about the auth bug试试:Expand on the lesson about performance optimization
• update_memory

  Patch fields of existing memory entries: title, body, tags, irrelevant, or links

  试试:Mark that decision entry as irrelevant试试:Update the title of that lesson试试:Fix the tags on that error entry
• search_memory

  Full-text search memory entries with sub-node attribution

  试试:Search for all entries about deployment strategies试试:Find anything related to 'race condition'试试:Search all project entries for database references
• find_related

  Find contextually related memory entries by tag overlap

  试试:Show me entries related to the 'performance' tag试试:Find anything related to the authentication system试试:What entries share tags with the decision about microservices?
• load_project

  Activate a project and get full briefing with recent sessions

  试试:Load the e-commerce project试试:Bring me up to speed on the API refactoring project试试:Show me the current status of the mobile app project
• read_project

  Read project information without activating it

  试试:Show me details about the legacy project试试:Check the status of the experimental project试试:What's in the archived project portfolio?
• create_project

  Scaffold a new project entry with standard schema

  试试:Create a new project for the mobile app试试:Set up a new project for the website redesign试试:Initialize a new experimental project
• list_projects

  List all projects with status summary

  试试:Show me all my projects试试:What projects are active right now?试试:List projects with recent activity
• flush_context

  Persist current session context to long-term memory

  试试:Save this conversation to memory试试:Flush our current discussion to long-term storage试试:Capture this session's context
• set_active_device

  Register and switch between devices for memory continuity

  试试:Switch to my laptop device试试:Set my phone as active device试试:Change to the work desktop device

可对比工具

安装

npm install -g its-over-9k

npx hmem init

{
  "mcpServers": {
    "hmem": {
      "command": "/absolute/path/to/node",
      "args": ["/absolute/path/to/its-over-9k/dist/mcp-server.js"],
      "env": {
        "HMEM_PROJECT_DIR": "/home/yourname/.hmem",
        "HMEM_AGENT_ID": "DEVELOPER"
      }
    }
  }
}

its-over-9k 对比