Matrix for Claude Code · free plugin
42 seconds per question instead of 126, and 305k tokens instead of 660k. Measured on 442 pages of EU regulations. Every answer comes with file, page and passage.
claude plugin marketplace add matthiasnordwig/matrix-mcp && claude plugin install matrix@matrix-mcpMatrix LLM · iPhone, iPad, Mac and Windows
Ask questions about your documents, offline. Every answer shows the exact passage it is based on. The models can run entirely on your device: small ones on the iPhone, large ones on a Mac or PC.
Free to download for iPhone, iPad, Mac and Windows.
For people building with AI agents
It reads the support forums, writes the fix and has to pass checks that are plain code, so no model can argue its way past them. Every release, merge or forum reply then waits for a one-word OK from my phone.
How the loop worksFor WordPress site owners
A free plugin that stops form spam without tracking anyone. The visitor's browser solves a small computing task (a proof of work) instead. No cookies, no third-party calls, no puzzles to click. It runs on about 4,000 sites.
The software around the model mattered more than its size: a dense 9B with agentic search beat a 35B MoE with one-shot retrieval. Second finding: a 3B-active MoE kept up with a dense 27B.
