Shell LLM

Open-source Shell projects categorized as LLM

Large Language Models

Top 23 Shell LLM Projects

  1. llm-d

    Achieve state of the art inference performance with modern accelerators on Kubernetes

    Project mention: Reading list (17th to 28th March) | dev.to | 2026-03-28

    llm-d is a high-performance distributed inference serving stack optimized for production deployments on Kubernetes. We help you achieve the fastest "time to state-of-the-art (SOTA) performance" for key OSS large language models across most hardware accelerators and infrastructure providers with well-tested guides and real-world benchmarks. - link [code-repo] - ( Added: 2026-03-24 11:31:22 )

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  3. Bonsai-demo

    Bonsai Demo

    Project mention: Bonsai 27B: The First 27B-Class Model to Run on a Phone | news.ycombinator.com | 2026-07-14

    Depending on which model you're running, you might need to use the custom forks.

    Details are here -> https://github.com/PrismML-Eng/Bonsai-demo/blob/main/README....

  4. agent-safehouse

    Sandbox your local AI agents so they can read/write only what they need

    Project mention: Auto mode is now the default in Claude Code | news.ycombinator.com | 2026-08-09

    If you use macOS, take a look at Agent Safehouse: https://agent-safehouse.dev

    > macOS-native sandboxing for local agents. Move fast, break nothing.

  5. multi-agent-shogun

    Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmux with shogun → karo → ashigaru hierarchy.

    Project mention: Show HN: Multi-agent-shogun – tmux and YAML mailbox for parallel AI agents | news.ycombinator.com | 2026-02-10
  6. selfhost-ai

    🚀 Self-hosted AI automation platform. Deploy n8n, Ollama, Flowise, RAG, Supabase & 30+ tools with one command. Auto HTTPS. Free Zapier/Make alternative.

  7. llm-functions

    Easily create LLM tools and agents using plain Bash/JavaScript/Python functions.

  8. ell

    A command-line interface for LLMs written in Bash. (by simonmysun)

  9. boltmcp

  10. acip

    The Advanced Cognitive Inoculation Prompt

  11. ezrknpu

    Easy installation and usage of Rockchip's NPUs found in RK3588 and similar SoCs

    Project mention: OrangePi 5 Ultra Review: An ARM64 SBC Powerhouse | news.ycombinator.com | 2025-09-23

    For a quick bring-up and implementation, take a look at this repo: https://github.com/Pelochus/ezrknpu

  12. humanscript

    A truly natural scripting language

  13. total-recall

    Persistent memory plugin for Claude Code. Tiered memory system with write gates, correction propagation, and slash commands.

    Project mention: Show HN: Total Recall – write-gated memory for Claude Code | news.ycombinator.com | 2026-02-05

    Opened a design issue for this if anyone wants to follow along or weigh in: https://github.com/davegoldblatt/total-recall/issues/2

  14. second-brain

    LLM-maintained personal knowledge base for Obsidian. Based on Andrej Karpathy's LLM Wiki pattern. (by NicholasSpisak)

    Project mention: How to Build Karpathy's LLM Wiki: The Complete Guide to AI-Maintained Knowledge Bases | dev.to | 2026-04-22
  15. claude-container

    Docker container with Claude Code pre-installed and ready to use. ⚠️ development has moved to VibePod

    Project mention: Show HN: VibePod CLI – Run AI agents with isolation and better observability | news.ycombinator.com | 2026-03-03

    - What kind of visibility do you want into agent behavior?

    For context, this grew out of lessons learned building claude-container: https://github.com/nezhar/claude-container

    Would really appreciate thoughts from people actively using multiple AI coding tools.

  16. pls

    CLI to convert natural language to terminal commands (by mxdkl)

  17. agentsystems

    Self-hosted app store and runtime for AI agents. Install third-party agents, run them on your infrastructure with your own model providers (Ollama, Bedrock, OpenAI, etc.). Container isolation, credential injection, default-deny egress.

    Project mention: Federated app store for self-hosted AI agents (Apache-2.0) | dev.to | 2025-11-04

    GitHub: https://github.com/agentsystems/agentsystems

  18. Flatty

    transform an entire GitHub repo into a simple text file so that you can upload it to an LLM (Claude, ChatGPT, etc.) (by mattmireles)

  19. tmux-ai-agent-helper

    Share your TMUX screen with ai chat

    Project mention: Improving 15 LLMs at Coding in One Afternoon. Only the Harness Changed | news.ycombinator.com | 2026-02-12

    I use damaru levenshtein distance to assert the edits to be replaced and if the similarity is over some threshold the edit goes through

    Really works well

    https://github.com/day50-dev/sidechat/blob/db9c8f9d834967442...

  20. claude-brain

    Sync your Claude Code brain across machines — memory, skills, agents, rules, and settings with intelligent semantic merge. Git-based, auto-sync hooks. (by toroleapinc)

    Project mention: Show HN: Claude-brain – Sync your Claude Code brain across machines via Git | news.ycombinator.com | 2026-03-03
  21. llmcat

    Prepare files and directories for LLM consumption

  22. faff

    Drop the faff, dodge the judgment. Another bloody AI commit generator, but this one stays local 🦙

  23. shellm

    A one-file Ollama CLI client written in bash (by Biont)

  24. agent-images

    Sandboxed OCI container images for AI coding agents, built reproducibly with Nix.

    Project mention: A way to exclude sensitive files issue still open for OpenAI Codex | news.ycombinator.com | 2026-06-28

    I've contributed to https://github.com/0xferrous/agent-box which allows you to bind-mount git repositories into containers that agents operate in. Your usual .gitignore can then be used to ignore files to be bind-mounted, which preventa agents from accessing them at all.

    I've also created https://github.com/nothingnesses/agent-images which allows you to use Nix to reproducibly spin up OCI containers containing agents and use these with agents-box.

    I use both at the moment to work on some personal projects with agents, where I set up multiple separate git worktrees for the agents to work in and that prevents them from trampling over each other's work.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source LLM projects in Shell? This list will help you:

# Project Stars
1 llm-d 4,028
2 Bonsai-demo 2,222
3 agent-safehouse 1,977
4 multi-agent-shogun 1,412
5 selfhost-ai 916
6 llm-functions 759
7 ell 433
8 boltmcp 367
9 acip 328
10 ezrknpu 251
11 humanscript 237
12 total-recall 200
13 second-brain 197
14 claude-container 173
15 pls 146
16 agentsystems 111
17 Flatty 108
18 tmux-ai-agent-helper 104
19 claude-brain 78
20 llmcat 77
21 faff 47
22 shellm 32
23 agent-images 29

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