shokunin: Shokunin provides persistent AI memory for developers with 38 skills, multi-strategy recall (vector + BM25 + temporal), and ChromaDB memory. It is fully offline, zero server costs, and works on Windows and Linux. The system includes MCP servers, declarative self-updates, and a memory test suite.; klavis: Klavis offers solutions like Strata for intelligent AI agent connectors, optimizing context windows, and MCP Integrations with over 100 prebuilt, OAuth-supported tools. It also provides an MCP Sandbox for scalable LLM training and reinforcement learning environments.
Persistent coding context across multiple sessions
Empowering AI agents with optimized access to a multitude of external tools and services.