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Needle MCP
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Needle MCP

The Needle MCP Server is a document management and search tool that enables efficient document organization and retrieval by integrating with the Claude desktop application and leveraging the Needle ecosystem.
Knowledge management and memorySearch tools#Document Management#Intelligent Search#Claude Integration#Needle Tool.Python
2.5 points
65

What is the Needle MCP Server?

The Needle MCP Server is a powerful tool for managing and retrieving documents. It allows you to easily organize documents and quickly find the information you need through natural language queries.

How to use the Needle MCP Server?

You can start using the Needle MCP Server in just a few simple steps. First, install and configure the server. Then, connect to the server in the Claude desktop application. Finally, use natural language queries to find documents.

Use Cases

The Needle MCP Server is very suitable for enterprises and individuals who need to frequently access and update documents, such as technical teams, researchers, and educators.

Main Features

Document ManagementEasily add and organize documents, supporting multiple file formats.
Natural Language SearchConduct intelligent searches through Claude's large-scale language model.
Seamless IntegrationPerfectly integrated with the Claude desktop application and the Needle ecosystem.

Advantages and Limitations

Advantages
Improve work efficiency and simplify the document management process.
Support powerful natural language search to quickly locate information.
Easy to integrate into existing systems without additional development work.
Limitations
A stable network connection is required to ensure smooth operation.
The initial configuration may be a bit complicated for beginners.

How to Use

Install UV
Install the UV tool via Homebrew to run the MCP server.
Create a Configuration File
Create a `claude_desktop_config.json` file in the configuration directory of the Claude desktop application.
Start the Server
Ensure that the server is running properly and connected to the Claude desktop application.

Usage Examples

Create a New CollectionCreate a new collection named 'Technical Documents'.
Add a Document to a CollectionAdd the document https://needle-ai.com to the 'AI Research' collection.
Search for DocumentsSearch for information about artificial intelligence in the 'AI Research' collection.
List All CollectionsList all currently existing collections.

Frequently Asked Questions

What should I do if the server fails to work properly?
How to solve the problem of inaccurate search results?
Can it be integrated with other tools?

Related Resources

Needle Official Website
Learn more about Needle and its products.
Claude Desktop Application
Download and install the Claude desktop application.
Needle MCP GitHub Repository
Get the source code of the Needle MCP Server.
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "needle_mcp": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/needle-mcp",
        "run",
        "needle-mcp"
      ],
      "env": {
        "NEEDLE_API_KEY": "your_needle_api_key"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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