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Zionfhe MCP Server Test
A secure computing server based on ZIONFHE homomorphic encryption technology
rating : 2.5 points
downloads : 9
What is Zionfhe_mcp_server_test?
Zionfhe_mcp_server_test is a server system implemented based on the new-generation homomorphic encryption technology ZIONFHE. It is specifically designed to perform calculations directly on encrypted data without decryption, ensuring data privacy and security.How to use Zionfhe_mcp_server_test?
The service can be started through simple configuration and command-line operations. Clients can connect to the server through the SSE (Server-Sent Events) mode for secure computing.Applicable scenarios
It is suitable for scenarios that require processing sensitive data, such as medical data analysis, financial risk assessment, and privacy-preserving machine learning.Main features
Homomorphic encryption calculationSupports direct execution of calculation operations on encrypted data without decrypting the original data throughout the process
SSE communication supportUses the Server-Sent Events protocol to achieve efficient real-time data transmission
API key protectionEnsures the security of service access through API key verification
Advantages and limitations
Advantages
Powerful data privacy protection capabilities
Supports real-time encrypted calculation
Simple deployment and usage process
Limitations
Requires obtaining an API key to use
Computational performance may be affected by the encryption algorithm
Currently only supports SSE protocol communication
How to use
Get the code
Clone the project repository to the local machine
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Get the API key
Contact the developer to obtain the access API key
Configure the environment
Create a .env file and configure the API key
Install dependencies
Use the uv tool to install dependency packages
Start the service
Run the main program to start the MCP server
Client connection
Use a client that supports SSE to connect to the server (default port 8000)
Usage cases
Medical data analysisHospitals can conduct disease prediction analysis without exposing patients' original data
Financial risk assessmentBanks can assess customers' credit risks without accessing their original financial data
Frequently Asked Questions
How to obtain an API key?
Which port does the server run on by default?
Which client connection methods are supported?
Related resources
Client configuration example
Schematic diagram of client connection configuration
ZIONFHE technical white paper
Explanation of the principle of homomorphic encryption technology
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