J

JANHMS Needle MCP Server

An MCP server based on Claude for document management and semantic search using Needle
2 points
9

What is Needle MCP Server?

Needle MCP Server is a document management platform that allows users to create document collections, add document content, and conduct intelligent semantic searches through the Claude chat interface. It utilizes Needle technology to achieve advanced document processing capabilities.

How to use Needle MCP Server?

Interact with Claude through simple natural language commands. You can create document collections, add web page or document content, and perform intelligent searches. All operations are completed through the chat interface.

Applicable scenarios

Suitable for users such as research assistants, content managers, and knowledge workers who need to organize and retrieve a large amount of document information. Particularly suitable for scenarios such as technical document management and research material organization.

Main features

Document collection managementCreate and manage multiple document collections, and organize documents by theme or project category
Intelligent semantic searchConduct in - depth semantic searches in document collections through natural language queries, not just keyword matching
Web content scrapingDirectly add a web page URL, and the system will automatically scrape and process the web page content
Claude integrationFully integrated into the Claude chat interface and operated through natural language commands

Advantages and limitations

Advantages
No need for a complex interface, can be operated through natural language commands
Powerful semantic understanding ability, more accurate search results
Deeply integrated with Claude, seamless workflow connection
Supports multiple document sources, including web pages and local files
Limitations
An API key is required to use all functions
Currently only supports the Claude desktop application
Large - scale document processing may take a long time

How to use

Install the UV tool
Install the UV tool using the Homebrew package manager
Create a configuration file
Create a configuration file in the Claude application support directory
Configure server parameters
Specify the Needle MCP server path and API key in the configuration file
Restart the Claude application
Completely exit and restart the Claude application to make the configuration take effect

Usage examples

Technical document managementCreate a collection specifically for storing technical documents, add multiple API document web pages, and then use natural language queries to find specific function descriptions
Research material organizationCreate a dedicated collection for a research project, add relevant papers and articles, and then query the explanation of a specific concept

Frequently Asked Questions

How to obtain a Needle API key?
Why is my configuration not taking effect?
What types of documents are supported?
How to reset the entire configuration?

Related resources

Needle official website
Obtain API keys and official documentation
GitHub repository
Project source code and updates
UV tool documentation
UV tool usage guide
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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