mcp-pvp Documentation

mcp-pvp is a Privacy Vault Protocol that keeps sensitive data out of the LLM, agents, and telemetry while still powering real-world automations.

Use this site to explore the project architecture, operational guidance, and the auto-generated API docs that describe the core vault, policy, and request/response models exposed to your code.

Highlights

• Tokenization-first workflows that replace text or JSON PII with typed references before sending plans to an LLM.
• Deliver mode that runs tools locally, injects PII securely, and returns result tokens for downstream visibility.
• Policy enforcement, capabilities, and auditing designed for security-conscious MCP deployments.

Jump to...

• Getting Started for installation tips, running the HTTP server, and a sample flow.
• Vault Hardening Features for comprehensive documentation on session integrity, result tokenization, scanner performance, recursive scrubbing, and audit coherence.
• Observability, Capability Security, and Threat Model to understand how the vault protects data.
• API Reference powered by mkdocstrings so you can read accurate docstrings and signatures directly from the source.

Local preview

Install the docs extras via uv pip install -e "./[docs]" (or include them in your .[dev] environment), then:

make docs           # live preview with MkDocs Material
make docs-build     # create the static `site/` tree

When the preview looks good, press the GitHub Pages button or run make docs-deploy to push the site to gh-pages.