#llm

The most RAM efficient harness

The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads.

AI partners for every person: multi-user, multi-agent memory, trusted tools, schedules, sandboxed workspaces, and chat.

Code intelligence for humans, machines, and LLMs: receipts, metrics, and insights from your codebase.

Token-Oriented Object Notation - A compact data format for reducing token consumption when sending structured data to LLMs (PHP implementation)

.NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-app plugin + lightweight server (SignalR; stdio/http).

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Reuse your Kimi Code (Moonshot) Coding plan inside pi-coding-agent

Track AI coding costs in real-time — a lightweight Rust CLI/TUI for Claude Code, Codex, Copilot & Gemini usage and cost analytics

MindWork AI Studio is a free, independent cross-platform desktop app for local and cloud LLMs across providers, built to democratize AI access.

Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences.

Kubernetes operator for deploying and managing LiteLLM AI Gateway. Declarative CRDs for models, teams, users, and virtual keys with bidirectional config sync, SSO/SCIM user provisioning, and OLM support. Built with Operator SDK.

Claude Code–style dynamic workflows for Pi: code-mode subagents with real model routing, journaled resume, git-worktree isolation, cost accounting, an interactive /workflows TUI, an /ultracode standing opt-in, and deep research.

PyPI capacity-planning CLI for LLM deployment. pip install chimeraforge.