Run Claude Code against local Ollama or LM Studio models
Built ccl so the official Claude Code CLI talks to local models via Ollama, LM Studio or Hugging Face GGUF at zero API cost.
Real AI agent use cases, with sources and setup prompts
Local models and harnesses people ran without sending every token to the cloud. 11 matching use cases below, each with a public source.
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Built ccl so the official Claude Code CLI talks to local models via Ollama, LM Studio or Hugging Face GGUF at zero API cost.
Built Mnemo, a local-first AI memory layer for any LLM using Rust, SQLite and petgraph.
Built OpenBrief, a local-first video downloader and summarizer.
Built Atomic, a local-first personal knowledge base augmented with AI.
Built Nightcrawler, a local AI pentesting agent that runs on a smartphone.
Built Forge, an open-source reliability layer whose author reports lifting an 8B model from 53% to 99% on agentic tasks with guardrails.
Built a ranked guide that matches local LLMs to your hardware using benchmarks.
Open-sourced Needle, a 26M parameter tool-calling model distilled from Gemini for on-device agent use.
Built Mljar Studio, a local AI data analyst that saves analysis as notebooks.
Finance professional built Ekselio to design finance workflows locally after returning to coding during COVID.
Built Yap, open-source on-device voice dictation for macOS that needs no model download.
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