LLM powered business intelligence. Build SQL reports using natural language.

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 ...

A mixin that gives any Ruby class the ability to generate and install methods at runtime via an LLM. Describe what you want in plain English and get a working method back.

SharedTools provides a collection of reusable common tools for Ruby applications using ruby_llm gem.

An agent framework where your Rails app is the chassis: app/agent/ directory convention, durable runs on Active Job Continuations, exactly-once tool execution via a transactional ledger, approvals that park at zero compute.

Stop writing code, let LLMs slop it for your at boot time

A Rails Engine wrapping SmarterCSV for CSV importing with three-tier AI header matching (lookup + vector similarity + LLM fallback), batch processing, and import tracking. Only headers are sent to AI — row data never leaves your application.

Smith is a workflow-first multi-agent orchestration library built on RubyLLM. It provides state machine modeling, typed contracts, budget enforcement, guardrails, and observability for agent workflows.

Solid Agent stores agent runs in its own database and dispatches staged workflow tasks to the RubyLLM runtime with a built-in Rails UI.

Simplistic playpen (e.g. not for serious use) for doing technical analysis of stock prices. Under Construction.

SQA::BI predicts a probability distribution over a small ordered set of outcomes (for example strong downtrend through strong uptrend) from a numeric feature vector. Priors with Laplace smoothing, Gaussian kernel density likelihoods, and a posterior that reports entropy, confidence and KL diverge...

Comprehensive CLI tool for managing Strata Semantic Analytics projects. Create and initialize projects, manage datasource connections, build semantic table models with AI assistance, run audits and validations, and deploy projects to Strata servers. Supports multiple data warehouse adapters inclu...

Hierarchical persistent memory with semantic search for SwarmSDK AI agents

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 co...

Sylvia is a command-line tool that helps you create and manage Ruby projects with ease.

Find untested Ruby code and generate tests with AI

Traductor uses RubyLLM to translate YAML and JSON locale files across languages. Supports incremental translation, glossaries, interpolation variable protection, and works with any framework (Rails, React, Next.js).

Executable software-engineering workflows for coding agents. x_aeon_agents turns coding agents into participants in explicit, repeatable software-engineering processes rather than leaving the agent to invent the process itself.

AI agents skills to be used for X-Aeon projects

xeno is a framework for durable AI agents built on Rails, runnable standalone (xeno new my-agent) or inside the Rails app you already have. Sessions survive restarts and deploys mid-turn, wait days for a human approval without holding a process, and resume exactly where they stopped.