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title: README
emoji: 🌉
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colorTo: indigo
sdk: static
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---

Brokk builds code intelligence for AI coding agents: static analysis, benchmarks, and retrieval models.

- **[Muninn](https://huggingface.co/BrokkAI/Muninn)** - Apache-2.0 embedding models for natural-language-query to code-function retrieval. The 346M flagship and [48M small model](https://huggingface.co/BrokkAI/Muninn-small) cover 11 programming languages.
- **[Quarry](https://huggingface.co/datasets/BrokkAI/Quarry)** - A CC-BY-4.0 retrieval benchmark with 6,525 synthetic behavioral queries over 3,411 tasks at real code revisions in 11 languages.
- **[Bifrost](https://github.com/BrokkAi/bifrost)** *(GitHub)* - Local, multi-language static analysis and semantic search for agents and editors, available through MCP, LSP, CLI, Python, and Rust. [Documentation](https://bifrost.brokk.ai/)