Mcp Conceal
Privacy-focused MCP proxy that intelligently pseudo-anonymizes PII in real-time before data reaches external AI providers, maintaining semantic relationships for accurate analysis.
Overview
What is MCP Server Conceal?
MCP Server Conceal is a privacy-focused proxy solution designed to intelligently pseudo-anonymize Personally Identifiable Information (PII) in real-time. This ensures that sensitive data is protected before it reaches external AI providers, while still maintaining the semantic relationships necessary for accurate analysis. The tool is particularly useful for organizations that prioritize data privacy and compliance with regulations.
Features of MCP Server Conceal
- Real-time PII Anonymization: Automatically anonymizes sensitive data as it is transmitted, ensuring that PII is never exposed to external services.
- Semantic Relationship Maintenance: Preserves the context and relationships of data, allowing for meaningful analysis without compromising privacy.
- User-friendly Interface: Designed for ease of use, enabling quick setup and integration into existing systems.
- Open Source: Available on platforms like GitHub, allowing for community contributions and transparency in development.
- MIT License: The project is licensed under the MIT License, promoting freedom to use, modify, and distribute the software.
How to Use MCP Server Conceal
- Installation: Clone the repository from GitHub and follow the installation instructions provided in the README file.
- Configuration: Configure the proxy settings to define how data should be anonymized and what parameters to maintain.
- Integration: Integrate the MCP Server Conceal into your existing data flow, ensuring that all outgoing data passes through the proxy.
- Testing: Conduct tests to ensure that PII is being anonymized correctly and that semantic relationships are maintained.
- Deployment: Once testing is complete, deploy the solution in a production environment.
Frequently Asked Questions
Q: What types of data does MCP Server Conceal anonymize?
A: MCP Server Conceal is designed to anonymize various types of PII, including names, addresses, email addresses, and other sensitive information.
Q: Is MCP Server Conceal suitable for all industries?
A: Yes, it is suitable for any industry that handles sensitive data and needs to comply with privacy regulations, such as healthcare, finance, and e-commerce.
Q: Can I customize the anonymization process?
A: Yes, MCP Server Conceal allows for customization of the anonymization rules to fit specific organizational needs.
Q: How does MCP Server Conceal maintain semantic relationships?
A: The tool uses advanced algorithms to ensure that while data is anonymized, the relationships between data points are preserved for accurate analysis.
Q: Where can I find support for MCP Server Conceal?
A: Support can be found through the GitHub repository, where users can report issues, contribute to discussions, and access documentation.
Details
Server Config
{
"mcpServers": {
"conceal": {
"command": "mcp-server-conceal",
"args": [
"--target-command",
"python3",
"--target-args",
"database-server.py --host localhost",
"--config",
"/path/to/mcp-server-conceal.toml"
],
"env": {
"DATABASE_URL": "postgresql://localhost/mydb"
}
}
}
}