Packages

Sparkle AI Collaboration Identity Framework MCP server

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

Fast memory-efficient solver for sparse generalized linear models

An MCP server that brings AI spec-driven development workflow to any AI-powered IDE besides Kiro

Spec Crew is a spec-driven CrewAI toolkit for Claude Code and OpenCode, with canonical commands, agents and skills.

A Claude Code skill for structured, spec-driven development with phase-by-phase workflow and living documentation

MCP server enabling AI assistants to use GitHub's spec-kit methodology

Score your specs before feeding them to an LLM. MCP server with radar chart visualization.

MCP server for managing spec workflow (requirements, design, implementation)

Instantly turn OpenAPI Specs into MCP Tools

MCP server for DeepSeek-V3.2-Speciale reasoning model

AI Constraint Engine — memory + enforcement for AI coding tools. The only solution that stops AI from breaking what you locked. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open source.

SpecMan runtime library for dependency mapping, templating, and lifecycle automation.

An MCP server to provide SpecMan functionality to AI

A Model Context Protocol (MCP) server that exposes Specmatic's contract testing capabilities to AI coding agents like Claude Code. This server enables comprehensive API contract validation and mock server management for development workflows.

SpecMem - TRUE Semantic Memory for Claude Code - Runs locally - Remembers your code base - Per-project isolation, semantic search, team coordination. https://justcalljon.pro

Atomic, living specification cards for AI-agent-friendly development

MCP server that converts OpenAPI specs into tools which can query API endpoints