MCP Bookmark
A bookmark management server based on the MCP protocol that supports saving and intelligent searching of bookmarks. It uses OpenAI's RAG capabilities to implement semantic search functions.
rating : 2 points
downloads : 4.4K
What is MCP Bookmark Server?
MCP Bookmark Server is an intelligent bookmark management tool designed specifically for AI assistants. It allows you to save, search, and manage web page bookmarks by having conversations with the AI in natural language. Different from traditional bookmark managers, it uses AI technology to understand the content of bookmarks, enabling you to find relevant bookmarks through natural language searches.How to use MCP Bookmark Server?
First, you need to configure the server in AI tools that support MCP (such as Claude Desktop, Cursor IDE, etc.). Then you can directly manage bookmarks through conversations. For example, tell the AI assistant to 'Save this web page' or 'Help me find bookmarks about Python', and the AI will automatically call the server functions to serve you.Use cases
It is suitable for researchers, developers, students, and content creators who often collect web page materials. When you need to organize a large number of reference materials, tutorial links, or sources of inspiration, this tool can help you intelligently organize and retrieve this information.Main Features
Intelligent Bookmark Saving
Just provide the URL, and the AI will automatically extract web page information and save it. You can also add custom titles and descriptions to better organize your bookmarks.
Semantic Search
It uses OpenAI's AI technology to understand search intentions. It can not only match keywords but also understand conceptual relevance. For example, searching for 'Learning programming' can also find bookmarks for 'Python Getting Started Tutorial'.
Multi - platform Support
It is compatible with multiple AI tool platforms such as Claude Desktop, Cursor IDE, Windsurf IDE, Zed Editor, and Continue, allowing you to use the same bookmark library in different environments.
AI Intelligent Classification
It automatically analyzes bookmark content and suggests classifications to help you better organize and manage a large number of bookmark resources.
Advantages
Natural language interaction: Manage bookmarks through conversations without learning complex interfaces
Intelligent search: Understand search intentions and find truly relevant content
Cross - platform synchronization: Share the bookmark library among different AI tools
AI enhancement: Automatically extract web page information and reduce manual input
Open source and free: Based on the MIT license, it can be freely used and modified
Limitations
Requires an OpenAI API key: Some advanced features require API key support
Depends on network connection: An internet connection is required to access GitHub and OpenAI services
Only for MCP - compatible tools: Can only be used in AI tools that support the Model Context Protocol
Learning cost: You need to understand the basic MCP configuration process
How to Use
Install Necessary Tools
Ensure that Python 3.11+ and the uvx package manager are installed. uvx can be installed via pip: pip install uvx
Get an OpenAI API Key
Visit the OpenAI official website to create an account and obtain an API key. This is necessary to enable the intelligent search function.
Configure AI Tools
Edit the corresponding configuration file according to the AI tool you are using. Here is an example of configuring Claude Desktop (on macOS):
Restart AI Tools
After saving the configuration file, restart your AI tool (such as Claude Desktop) for the configuration to take effect.
Start Using
Now you can interact with the AI assistant in natural language to manage bookmarks.
Usage Examples
Academic Research Material Collection
Graduate student Xiao Wang is writing a paper on machine learning and needs to collect a large number of relevant literatures and tutorials.
Programming Learning Resource Organization
Xiao Li, who has just started learning Python programming, needs to organize various tutorial and documentation links.
Project Inspiration Collection
Designer Xiao Zhang is looking for UI design inspiration and needs to collect excellent website design cases.
Frequently Asked Questions
Do I need to pay to use this service?
Where is my bookmark data stored?
Can I synchronize bookmarks across multiple devices?
Can I still use it without an OpenAI API key?
How can I back up my bookmark data?
Does it support importing bookmarks from other browsers?
Related Resources
GitHub Repository
Project source code and latest updates
Issue Feedback
Report bugs or propose feature suggestions
MCP Official Documentation
Model Context Protocol technical documentation
OpenAI API
Get an OpenAI API key

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