Cloudflare Open Sources Privacy Proxy CLI for Debugging Complex Protocols
Cloudflare has open-sourced its privacy-proxy CLI tool, pvcli, to simplify the debugging of complex privacy-preserving protocols like Oblivious HTTP.

Cloudflare has announced the open-sourcing of its privacy-proxy command-line interface (CLI) tool, dubbed pvcli. Released under the Apache-2.0 License, this tool aims to streamline the debugging process for intricate privacy-enhancing protocols, such as Oblivious HTTP (OHTTP), which are crucial for services like Apple's Private Relay and Microsoft's Edge Secure Network VPN.
The pvcli tool addresses the inherent difficulties in diagnosing issues within multi-party, binary-encoded communication protocols. These protocols often involve several distinct steps across multiple entities, making it challenging to pinpoint the source of an error. Cloudflare's experience in operating protocols like OHTTP at a massive scale has informed the development of pvcli, providing a clean interface for executing and inspecting requests, thereby reducing friction in development and incident response.
Oblivious HTTP, a key protocol supported by pvcli, is designed to ensure that no single party can simultaneously know both who made a request and what that request is for. This is achieved through a multi-stage process involving a client, a relay server, and a gateway server, all operated by non-colluding entities. The sequence involves the client obtaining a gateway's public key, encrypting a request, sending it to the relay, which then forwards it to the gateway. The gateway decrypts the request and sends it to the target, receiving a response that is then relayed back to the client.
Debugging these multi-step processes can be particularly arduous. Historically, when issues arose, Cloudflare often had to create one-off, custom clients for specific customer deployments. Identifying whether a problem stemmed from their system or the customer's was time-consuming, and manually inspecting the raw binary data, as required by protocols like binary HTTP, was tedious and error-prone. This manual inspection involved painstakingly parsing hex-encoded strings and meticulously crafting binary requests according to RFC specifications.
pvcli significantly simplifies this by abstracting away the complexities of binary parsing and encryption. A single command can now execute a full OHTTP request, including all intermediate steps and cryptographic operations. The tool provides a clear, step-by-step view of the protocol's execution, making it easier to identify where failures might occur. This contrasts sharply with the previous method, which required extensive manual effort, custom scripting, and deep dives into raw data.
For instance, a common debugging scenario involving fetching a public key from a gateway, which previously required manual parsing of hex-encoded binary strings and referencing RFCs, can now be handled by a simple pvcli command. Similarly, converting an HTTP request into the binary HTTP format and encrypting it for OHTTP, a process that previously involved custom scripts and careful verification of each field, is now automated.
The open-sourcing of pvcli is expected to benefit not only Cloudflare's internal teams but also the broader developer community working with privacy-enhancing technologies. By providing a standardized, accessible tool for debugging, Cloudflare aims to foster greater adoption and easier implementation of these critical privacy protocols. The tool is designed to be flexible, supporting new protocols and architectures as they emerge.
This initiative underscores Cloudflare's commitment to advancing privacy technologies and supporting the open-source ecosystem. The availability of pvcli should accelerate development cycles and improve the reliability of privacy-focused web services, making it easier for developers to build and maintain secure, privacy-preserving applications.