PrivAgent
If you are the rightful owner of PrivAgent and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
PrivAgents is a privacy-first framework that uses autonomous agents and MCP servers to perform secure data processing with homomorphic encryption.
PrivAgents is designed to ensure complete confidentiality in data processing by leveraging Privacy-Enhancing Technologies (PETs), specifically Homomorphic Encryption (HE). It allows autonomous agents, whether on-device or cloud-based, to process encrypted data without accessing raw information. The framework is particularly useful in sensitive environments like healthcare, personalization, and finance. User data is encrypted on the device, processed by a secure MCP server, and returned in encrypted form for local decryption, ensuring an end-to-end secure pipeline.
Features
- On-device or cloud-based agents for flexible compute and trust options.
- Homomorphic encryption for secure data processing without exposing raw data.
- Modular MCP server for encrypted similarity calculations.
- End-to-end encrypted pipeline for secure data interaction.
- Supports both Ollama and OpenAI agents for on-device and cloud-based intelligence.