memory-journal-mcp

概述

Memory Journal MCP Server是一个综合工具，旨在解决AI会话记忆丢失问题，通过提供持久记忆和上下文感知，在开发工作流程中实现无缝衔接。它提供70个MCP工具来管理项目历史、桥接断开的AI会话，并与GitHub工作流集成。该服务器实现了会话智能、动态项目路由和混合搜索功能，结合FTS5关键词和语义向量相似性。其突出功能包括用于结构化团队沟通的Hush协议、带Mermaid可视化的知识图谱，以及用于高效多步操作的Code模式。

试试问 AI

装完之后，这里有 7 个你可以让 AI 做的事：

• create_entry

  Create a new journal entry with content, tags, and optional metadata

  试试:Create a new entry documenting the database optimization work today试试:Add an entry about fixing the authentication bug with user session handling
• search_entries

  Search through journal entries using keywords, tags, and filters

  试试:Search for all entries related to the database optimization project试试:Find entries tagged 'performance' from the last two weeks
• semantic_search

  Perform semantic search using vector similarity to find related entries

  试试:Find entries similar to the authentication bug I just fixed试试:Search for information about our architecture decisions around caching
• list_github_issues

  List GitHub issues with filtering and pagination options

  试试:Show me all open issues in the auth module试试:List issues labeled 'critical' from the last month
• create_github_issue

  Create a new GitHub issue with title, body, and labels

  试试:Create a new issue for the authentication bug affecting user sessions试试:File an issue requesting better documentation for the API endpoints
• create_github_pull_request

  Create a new GitHub pull request with changes from a branch

  试试:Create a PR for the database optimization changes from feature-branch试试:Open a pull request to add the new authentication middleware
• get_github_repository_info

  Retrieve comprehensive information about a GitHub repository

  试试:Show me the repository statistics and contributors for our main project试试:Get information about the GitHub Actions workflows configuration
• link_entries

  Create relationships between different journal entries

  试试:Link this design document entry to its implementation PR试试:Connect the bug report entry with its fix and testing entries
• generate_knowledge_graph

  Create a visual graph showing relationships between entries and entities

  试试:Generate a knowledge graph showing how all authentication-related entries connect试试:Visualize the relationships between architectural decisions and their implementations
• export_to_markdown

  Export journal entries or search results to Markdown format

  试试:Export all entries about the database optimization to Markdown试试:Create a Markdown report of all issues resolved this month
• execute_code

  Execute code in a secure sandbox environment for complex operations

  试试:Run the database migration script to update the schema试试:Execute the automated test suite for the authentication module
• create_session_summary

  Generate a summary of work done in the current AI session

  试试:Create a summary of all the database changes made in this session试试:Generate a summary of the authentication bug fixes and testing

可对比工具

安装

npm install -g memory-journal-mcp

docker pull writenotenow/memory-journal-mcp

{
  "mcpServers": {
    "memory-journal": {
      "command": "npx",
      "args": ["-y", "memory-journal-mcp"]
    }
  }
}

FAQ

会话简介如何工作？

在每次新AI会话开始时，代理会自动读取'memory://briefing'资源，其中包含项目历史、活动标志、GitHub洞察和最新会话摘要，以提供上下文连续性。

我可以过滤工具以减少服务器开销吗？

是的，使用工具过滤器如'starter'(约11个工具)、'essential'(约7个工具)，或使用--tool-filter标志指定自定义选择，只暴露必要的工具。

memory-journal-mcp 对比