Claude Swarm enables you to run multiple Claude Code instances that communicate with each other via MCP (Model Context Protocol). Create AI development teams where each instance has specialized roles, tools, and directory contexts. Define your swarm topology in simple YAML and let Claude instances collaborate across codebases. Perfect for complex projects requiring specialized AI agents for frontend, backend, testing, DevOps, or research tasks.

SwarmCLI provides a command-line interface for SwarmSDK, the lightweight multi-agent AI orchestration framework. Built with the TTY toolkit, it offers an intuitive and interactive way to define, manage, and execute AI agent swarms with progress indicators, formatted output, and comprehensive help documentation.

A Ruby implementation of Model Context Protocol server for Rails projects

Tidewave for Rails

A linter for your Cucumber features. Making sure you have nice, expressible Gherkin is essential is making sure you have a readable test-base. Chutney is designed to sniff out smells in your feature files. It supports any spoken language Cucumber supports.

A Model Context Protocol (MCP) server that enables AI agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

MCP interface for rails-pg-extras. It enables LLMs to analyze the PostgreSQL metadata and performance metrics.

DynamicMcp lets you get an MCP server up an running in seconds and automatically exposes tools, resources, and prompts as you drop them into their designated directories.

A Model Context Protocol (MCP) server that provides access to the Hotwire Club knowledge base. Builds a searchable SQLite database from markdown documents and exposes MCP tools and resources for searching and browsing documentation, categories, tags, and documents.

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

Turn any Hypermedia api into an mcp server.

A Ruby implementation of the MCP server protocol for Neovim

A Model Context Protocol (MCP) server that allows AI agents to start, stop, and monitor Rails development servers

Unified tool definition pipeline for Rails 8 applications using FastMCP and RubyLLM.

Ruby gem providing RubyGems and Ruby version information via MCP server tools. Integrates with Cursor IDE via Model Context Protocol.

Ruby gem providing ScoutAPM API client and MCP server tools for fetching traces, endpoints, metrics, errors, and insights. Integrates with Cursor IDE via Model Context Protocol.

Ruby gem providing status page information from awesome-status via MCP server tools.

yardmcp exposes Ruby gem and YARD documentation as programmable tools via a FastMCP server.