Community

Wraith is built in the open. Here is how to get involved.

GitHub Discussions

Ask questions, share ideas, and discuss features with the community.

GitHub

Browse the source, file issues, and submit pull requests.

Contributing

Read the contributing guide to learn how to submit your first pull request.

Code of Conduct

We are committed to a welcoming, inclusive community for everyone.

Built with Wraith

Projects and tools built by the community using Wraith Browser. Want to be featured? Open an issue to submit yours.

LLM Token Savings

Wraith's snapshot model compresses full-page DOM into compact @ref representations — 95%+ token reduction vs raw HTML. Feed pages to your LLM at a fraction of the cost.

Built-in

Research Assistant

Browse, extract, and build knowledge graphs across news and academic sources. Entities auto-linked across pages.

Example workflow

Docs Search Index

Crawl documentation sites and index them into Wraith's knowledge graph with full-text search and vector embeddings.

Example workflow

Price Monitor

Track product prices across e-commerce sites with scheduled scraping, dedup, and change detection.

Example workflow