🤖 K-dense-byok: AI Co-Scientist on Your Desktop

K-dense-byok is positioned as an "AI co-scientist" running directly on your desktop. In short, it is a local AI agent focused on scientific research, attempting to assist researchers by integrating specific scientific skills. Judging from its technical topics, the project is primarily geared toward vertical domains like bioinformatics and drug discovery. It supports a local-first execution model (integrating with Ollama) while remaining compatible with external model interfaces like OpenRouter and LiteLLM. Furthermore, it hooks into the MCP standard, allowing it to flexibly call upon external scientific computing tools or databases. The interesting part is its encapsulation of "scientific agent skills." It is not a generic chat assistant; rather, it attempts to translate complex research workflows—such as data analysis and literature retrieval—into a toolchain that an agent can execute directly. For users dealing with specialized scientific data, this exploration of vertical-domain agents is quite notable.