SwarmSDK is a complete reimagining of Claude Swarm that runs all AI agents in a single process using RubyLLM for LLM interactions. Define collaborative AI agents in simple Markdown files with YAML frontmatter, and orchestrate them without the overhead of multiple processes or MCP inter-process communication. Perfect for building lightweight, efficient AI agent teams with specialized roles and capabilities.

Roast is a Ruby library for running structured AI workflows along with many building blocks for creating and executing them

A Ruby client for the Model Context Protocol (MCP) that seamlessly integrates with RubyLLM. Connect to MCP servers via SSE or stdio transports, automatically convert MCP tools into RubyLLM-compatible tools, and enable AI models to interact with external data sources and services. Makes using MCP with RubyLLM as easy as possible.

Ruby AI Agents SDK enables creating complex AI workflows with multi-agent orchestration, tool execution, safety guardrails, and provider-agnostic LLM integration.

LLM Rescuer uses artificial intelligence to guess what you probably meant when you called a method on nil. Instead of crashing with NoMethodError, it asks GPT to analyze your code and hallucinate a reasonable response. Because clearly, the best way to solve Tony Hoare's billion-dollar mistake is to throw AI at it until it works. What could possibly go wrong? 🎭

PromptEngine is a Rails mountable engine that provides a simple interface for managing AI prompts, templates, and responses within Rails applications.

AIA is a revolutionary CLI console application that brings multi-model AI capabilities to your command line, supporting 20+ providers including OpenAI, Anthropic, and Google. Run multiple AI models simultaneously for comparison, get consensus responses from collaborative AI teams, or compare individual outputs side-by-side. With dynamic prompt management, embedded directives, shell and Ruby integration, interactive chats, and comprehensive history tracking, AIA transforms how you interact with AI. Perfect for developers and AI enthusiasts who want to harness the collective intelligence of multiple AI models from a single, powerful interface.

A ruby gem for performing LLM-powered automated web search.

RubyLLM::Template provides a flexible template system for RubyLLM, allowing you to organize chat prompts, system messages, and schemas in ERB template files for easy reuse and maintenance.

AgentRuby is a Ruby library that allows you to create and manage workflows using LLMs (Large Language Models). It provides a simple and intuitive interface for defining tasks, managing dependencies, and executing workflows.

AgentRuby is a Ruby library that allows you to create and manage workflows using LLMs (Large Language Models). It provides a simple and intuitive interface for defining tasks, managing dependencies, and executing workflows.

An elegant Ruby SDK for building AI Ruby Agent that interact with both LLMs and system tools

A terminal-friendly interface for interacting with LLM models

A comprehensive Ruby SDK for interacting with Buda.com cryptocurrency exchange API with debugging, error handling, and comprehensive examples

Genie CLI is a command-line tool that brings Test Driven Development (TDD) principles to life by integrating with a large language model (LLM) through the ruby_llm library. It provides an interactive session to write tests, implement code, and manage your codebase.

Genie CLI is a command-line tool that brings Test Driven Development (TDD) principles to life by integrating with a large language model (LLM) through the ruby_llm library. It provides an interactive session to write tests, implement code, and manage your codebase.

HTM (Hierarchical Temporary Memory) provides intelligent memory management for LLM-based applications. It implements a two-tier memory system with durable long-term storage (PostgreSQL/TimescaleDB) and token-limited working memory, enabling applications to recall context from past conversations using RAG (Retrieval-Augmented Generation) techniques.

Used in conjunction with the Language Operator for Kubernetes

A Ruby gem for translating Markdown files using AI while preserving formatting

Under development. Contributors welcome.