Deterministic synthetic data generator — realistic, correlated, noisy test records across 68 locales (CLI + Python + Node.js + Go + PHP + Ruby + MCP)
Core library for seedfaker — deterministic synthetic generator for realistic, correlated, and noisy test records
A highly parallel Perl 5 interpreter written in Rust
Embedded graph database with Cypher queries — no server, no subscription, no cloud
Schema catalog (labels, properties, rel-types) for SparrowDB
Shared types and primitives for SparrowDB embedded graph database
Cypher query parser and planner for SparrowDB
Query execution engine for SparrowDB embedded graph database
Storage engine (WAL, node store, edge store, CSR) for SparrowDB
Type-state authorization for MCP tool servers — compile-time proof that auth checks cannot be skipped
Code intelligence CLI for LLM coding agents — structural navigation, dependency graphs, and semantic search without reading full source files
Dictator - structural linter framework with native and WASM decree support
Ruby client library for integrating with Model Context Protocol (MCP) servers to access and invoke tools from AI assistants
A Ruby client for the Model Context Protocol (MCP) that seamlessly integrates with RubyLLM. Supports both native full-featured implementation and the official mcp-sdk gem. Connect to MCP servers via SSE, stdio, or HTTP 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.
Low-level MCP protocol sdk for Ruby.
The Model Context Protocol is an open standard that enables developers to build secure, two-way connections between their data sources and AI-powered tools.
A comprehensive Ruby library for building Model Context Protocol (MCP) servers in Rails applications, featuring tools, resources, authentication, and real-time capabilities.
Exposes tools over HTTP (SSE) using the MCP SDK.
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.
A Ruby implementation of a Model Context Protocol (MCP) server using stdio transport.
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.
A Ruby implementation of an MCP server that provides datetime tools for AI assistants