Ruby agents

Create agents that monitor and act on your behalf. Your agents are standing by!

Modern concurrency tools including agents, futures, promises, thread pools, supervisors, and more. Inspired by Erlang, Clojure, Scala, Go, Java, JavaScript, and classic concurrency patterns.

The Ruby-native AI framework. Chats, agents, tools, images, audio, and video through one consistent API, in plain Ruby or Rails.

OpenAI API + Ruby! 🤖❤️ GPT-5 & Realtime WebRTC compatible!

Build LLM-powered applications in Ruby

The Self-Coding System for Your App — Alan AI SDK for Flutter

Ruby gems for general-purpose AI agent systems: automation, research, data processing, customer support, content creation. SwarmSDK provides single-process orchestration, persistent memory with semantic search, node workflows, and hooks. SwarmMemory/SwarmCLI included. Claude Swarm v1 for dev teams.

ChatOps for Ruby.

The most Token-efficient open-source AI Agent

The Self-Coding System for Your App — Alan AI SDK for Cordova

ActiveAgent Rails framework for Agent Apps

🤖 Automatically collected AI repos, tools, websites, papers & tutorials. 实用AI百宝箱 💎

An open source Ruby framework for text and voice chatbots. 🤖

The Self-Coding System for Your App — Alan AI SDK for React Native

Building applications with composability using Boxcars with LLM's.

💎 Ruby on Rails agent for Forest Admin to integrate directly to your existing Ruby on Rails backend application.

Skylight agent for Ruby

🎩 An Alfred 5 Workflow for using OpenAI Chat API to interact with GPT models 🤖💬 It also allows image generation/editing/understanding 🖼️, speech-to-text conversion 🎤, and text-to-speech synthesis 🔈

User-Agent parser/classifier for multi languages

AI-Powered Assistant Gem right in your Rails console. Full power of ChatGPT in Rails

OmniAI standardizes the APIs for multiple AI providers like OpenAI's Chat GPT, Mistral's LeChat, Claude's Anthropic, Google's Gemini and DeepSeek's Chat..

The Ruby framework for programming—rather than prompting—language models.

ScoutAPM Ruby Agent. Supports Rails, Sinatra, Grape, Rack, and many other frameworks

Ruby on Rails 7-based ChatGPT Bot Platform

Self-hosted AI RAG + MCP Platform

A model-agnostic Ruby Generative AI DSL and framework. Provides base classes for building Generators, Actions, Tasks, and Agents that can be used to build AI powered applications in Ruby.

The elegant Rails debug assistant. AI powered.

A UNIX-ey interface to OpenAI

"Bot-end" Ruby framework to quickly build and launch a Facebook Messenger chatbot

Which programming language is best for AI coding agents? Benchmarking 13 languages with Claude Code.

OKF (Open Knowledge Format): Durable, structured memory for AI agents. Author, validate, consume, and maintain portable knowledge bundles through an ecosystem of Skills, MCP, an interactive graph, TUI, CLI, Docker, and a Claude Code plugin. 100% local.

45 MCP tools that give AI coding agents ground truth about your Rails app: schema, models, routes, controllers, views, jobs, conventions. Works with Claude Code, Cursor, GitHub Copilot, OpenCode and Codex CLI. MCP or CLI, in-Gemfile or standalone, and it still answers when the app can't boot.

Ruby AI Agents SDK - Inspired by OpenAI Agents SDK

Ruby's capable AI runtime

A Rails agent framework for RubyLLM — define AI agents with prompts, schemas, caching, logging, cost tracking, and a built-in dashboard for monitoring LLM usage in production.

Ruby's most capable AI runtime

Open Knowledge Format for coding agents. Author, validate, lint, search, and visualize portable Markdown knowledge bundles. The okf gem carries the agent skill, CLI, Ruby library, and an interactive graph; okf-mcp serves the same bundles to any MCP host. Docker and Claude Code plugin included, 100% local.

Groq Cloud runs LLM models fast and cheap. This is a convenience client library for Ruby.

MegaHAL is a learning chatterbot.

Chef cookbook for Datadog Agent & Integrations

Add AI Agent to Redmine

💎 A Ruby implementation of the Model Context Protocol

Transform and optimize your markdown documentation for Large Language Models (LLMs) and RAG systems. Generate llms.txt automatically.

AI framework for Ruby/Rails developers

User agent string parser for Ruby

Structured outputs for LLMs

An AI bot with RAG capability for Topics, Chat & Customer Support in Discourse, currently powered by OpenAI

Hivemind — Multi-agent AI team platform

PWN is an open security automation framework that aims to stand on the shoulders of security giants, promoting trust and innovation.

The Local Panamax Agent

A framework for Ruby Gems to expose LLM context.

A framework for Ruby Gems to expose LLM context.

A simple DSL for creating Jabber agents

a chatbot framework based on rails

RubyAI is OpenAI integration Ruby LLM gem, GPT-5 + Ruby! ❤️

Open-source security skills for AI coding agents. Grounded in OWASP, NIST, MITRE ATT&CK, CIS. Works with Claude Code, Gemini CLI, Cursor, Codex CLI, OpenClaw, Kiro.

Your playful Telegram AI bestie, built in Ruby, deployed on Vercel.

Kogno is an open source framework running on the Ruby programming language for developing chatbots.

A wrapper module for using spaCy natural language processing library from the Ruby programming language via PyCall

StewardOS - agentic autonomous OSS system

LLM evaluation framework for Ruby, powered by RubyLLM. Tribunal provides tools for evaluating and testing LLM outputs, detecting hallucinations, measuring response quality, and ensuring safety. Perfect for RAG systems, chatbots, and any LLM-powered application.

Ruby on Rails Gem for the Facebook Messenger Bot Platform

My Claude stuff (skills, agents and whatnot.)

Ruby & Rails agentic coding assistant powered by Claude. 28 tools, 112 skills, 16-layer architecture.

Fuzzy Logic "Fuzzy Associative Memory" (FAM) for fuzzy control systems, decision-making, artificial intelligence / AI, game agents & bots, etc. Ruby language.

XMPP agent framework

Example of installing td-agent on AWS Elastic Beanstalk (see .ebextentions directory)

All of the directions for building a puppet agent package.

Unofficial Ruby SDK for Claude Agent

Its Factorio for coding agents

Dev-only Rails engine that plugs AI coding agents into your running app: MCP introspection tools + stack-matched skills from companion gems

A Ruby harness for running agent benchmarks

GoCD Agent Docker image

Opinionated Rails AI agent system

Searches for interesting messages in a Slack channel and creates a blog post with them. See https://thoughtbot.com/blog/tags/this-week-in-dev

Multiprocess agent plugin for Fluentd

Rails-native LLM cost ledger: track spend by provider, model, and feature with self-hosted storage and budget guardrails.

Mission control for your AI agents 🎮

A platform for hosting persistent AI agents that live, rather than stateless assistants that wake, perform, and vanish.

Workflow, Pipeline & AI Agent Observability Platform. Metrics, logs and traces for all your automations.

Create a GPT chatbot for any GitHub repo in just 30 seconds

Agent Skills extension for RubyLLM - load, validate, and integrate skills from filesystem or database

Try new system prompts on your AI conversations. Over and over until you're happy.

An LLM library for Ruby

Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support

A HipChat adapter for Lita.

A very fast, feature-packed, AI-first Markdown (CommonMark/GFM) gem for Ruby, based on pulldown-cmark (Rust).

Validate and retry LLM outputs for ruby_llm. Describe the JSON response you expect, fall back to a stronger model when the cheaper one fails the rules, and gate CI on regressions — all as one contract object per step.

RoR engine that enables natural language queries over your database using RAG and LLMs.

A collection of Anthropic-inspired examples showcasing how to build AI Agents with Ruby

✨ Generative AI toolset for Ruby ✨

Build your own JARVIS: An AI voice interface that enables you to talk with an AI model, creating a conversational experience. It offers a modern alternative to traditional virtual assistants. Highly customizable, leveraging Picovoice; powerful, backed by Nano Bots compatible with OpenAI ChatGPT and Google Gemini; and hackable, supporting Nano Apps.

An open-source agent workflow engine & meta-harness: orchestrates Claude, Codex, and Pi to run multi-step work as a folder-as-agent pipeline. Its flagship coding workflow turns a rough idea into a merge-ready PR; ships content too, and runs the workflows you author.

Steering behaviors for autonomous game agents. Useful for realistic character movement and emulating real-world behaviors. Ruby language.

📬 Get weekly emails on your team’s progress, powered by ChatGPT.

Bulk insertion extension for ActiveRecord; don't create, crewait!

A daemon for triggering the mbsync mail retrieval agent.

IRB-AI is an experimental project that explores various ways to enhance users' IRB experience through AI (currently using ChatGPT).

trmnl.com template writer agent's prompts and skills

Rails Framework for building conversational interfaces on USSD and WhatsApp with interactive flows