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Knowledge Vault MCP Server

@fak111

代码仓库

基本信息

分类

记忆与知识

传输方式

stdio

作者

fak111

提交者

fc zhang

关于 Knowledge Vault MCP Server

A local knowledge management MCP server built with FastMCP framework.

#knowledge-vault#knowledge-management#mcp-server

Knowledge Vault MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "knowledge-vault": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/your/local_store_mcp",
        "run",
        "python",
        "start_server_new.py"
      ],
      "cwd": "/path/to/your/local_store_mcp",
      "description": "Local Knowledge Management MCP Server"
    }
  }
}

Knowledge Vault MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Knowledge_vault?

Knowledge_vault is a local knowledge management MCP server built with the FastMCP framework and Python. It enables users to store, search, and manage knowledge records directly on their machine, with features like automatic title generation, tag suggestion, and fuzzy search. It is intended for developers and power users who want a private, file-based knowledge base integrated with MCP-compatible clients (e.g., Claude Desktop).

How to use Knowledge_vault?

After installing dependencies with uv, add the server configuration to your Claude Desktop config file (~/.config/claude_desktop_config.json) using the provided JSON snippet, then restart Claude Desktop. Use natural language commands like “Store a programming tip: …” or “Search for Python knowledge” to interact with the server.

Key features of Knowledge_vault

  • Smart storage with auto-generated titles and tags
  • Fuzzy search and tag filtering
  • AI-suggested tags based on content
  • Knowledge base usage statistics
  • Data stored securely in user home directory
  • Thread-safe concurrent access with file locking

Use cases of Knowledge_vault

  • Save programming tips and retrieve them later via search
  • Organize notes by auto-suggested tags for quick filtering
  • View statistics on how many records have been stored
  • Retrieve a specific knowledge record by its ID
  • Search across the knowledge base using fuzzy matching

常见问题

1

Where does Knowledge_vault store data?

Data is stored in the user’s home directory at `~/.knowledge-vault/knowledge.jsonl` in JSON Lines format.

2

How do I install Knowledge_vault for use with Claude Desktop?

Use `uv` to sync dependencies, then add the server configuration to `~/.config/claude_desktop_config.json` as shown in the README, and restart Claude Desktop.

3

What tools does Knowledge_vault expose?

It provides seven tools: `store_knowledge`, `search_knowledge`, `list_recent`, `get_knowledge`, `suggest_tags`, `search_by_tags`, and `get_stats`.

4

Is Knowledge_vault safe to use concurrently?

Yes, the server is thread safe and uses file locking for concurrent access.

5

What runtime does Knowledge_vault require?

Python 3.10 or newer, along with the `uv` package manager for dependency management.

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