LLM front ends

Chat, general tasks, and coding agents

• Hermes agent
• Lemonade
• OpenWebUI : User-friendly AI Interface supporting multiple backends.
• Unsloth desktop
• TinyWebUI

Coding agents

• OpenCode and OpenChamber.
• Minimax code by Minimax.
• Qwen code by Qwen.
• pi coding agent: a minimalist agent. See also oh-my-pi for a preconfigured pi agent.

Deepseek

• Codewhale: previously called `deepseek-tui
• Deepseek harness (DSH) see also Deepseek plugins.
• Reasonix : cache-friendly harness for DeepSeek.

MCP servers

The Model Context Protocol (MCP) is an open standard and open-source framework introduced by Anthropic in November 2024 to standardize the way artificial intelligence (AI) systems like large language models (LLMs) integrate and share data with external tools, systems, and data sources.

• DuckDuckGo
• Julia : MCP server for persistent Julia sessions
• Kaimon.jl : MCP server giving AI agents full access to Julia’s runtime via a live Gate.

Skills

Agent skills are a lightweight, open format for extending AI agent capabilities with specialized knowledge and workflows.

Julia

Running Julia code in with persistent Julia session(s) (with Revise.jl) to save package loading and JIT compilation time.

• JuliaDaemon.jl: installs a jld skill for AI agents.
• repld : stateful and persistent REPL-like kernel for fast incremental iteration.