README.md

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widget:
- text: Explore the SecureMCP Repository
  href: https://github.com/PureCipher/xsecuremcp
- text: Try the OmniSeal Demo
  href: https://huggingface.co/spaces/purecipher/OmniSeal
sdk: static
---

# PureCipher

Welcome to the official Hugging Face organization for PureCipher! We build foundational technologies for trust, security, and privacy in modern AI and multi-agent systems.

Here, you can find our flagship projects, interactive demos, and the underlying research that powers our solutions.

### Featured Projects:

**SecureMCP: A Trust Fabric for Multi-Agent Systems**

SecureMCP is an extension of the Model Context Protocol (MCP) that transforms agent runtimes from opaque executors into cryptographically verifiable trust fabrics. It provides machine-verifiable guarantees of lawful execution, non-repudiation, and tamper-evident provenance, making it essential for adopting multi-agent systems in high-stakes domains like healthcare, finance, and industrial IoT.

* **Space:** [xsecuremcp Hugging Face Space](https://huggingface.co/spaces/purecipher/xsecuremcp)
* **Repository:** Find the source code and research paper at our [GitHub repository](https://github.com/PureCipher/xsecuremcp).

**OmniSeal: AI-Powered Steganography**

OmniSeal is a powerful "Any-to-Any" steganography solution that can hide any file inside any other file. This technology uses AI to securely conceal data within seemingly normal files, making it invisible to unauthorized parties. Explore our interactive demo on Hugging Face Spaces to see how easy it is to protect your data.

* **Try the Demo:** [PureCipher OmniSeal on Hugging Face Spaces](https://huggingface.co/spaces/purecipher/OmniSeal)
* **API Documentation:** [View the full developer API](https://www.purecipher.com/omniseal)

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Learn more about our research and products at https://www.purecipher.com/