International Education Standards MCP — CCSS, Singapore MOE, IB MYP and more. Grounding layer for LLM-powered education tools.

Structural Explainability mapping examples for Grade 8 mathematics (CTX -> NOR), including NAEP, CCSS, and international systems, includes validation and coverage matrix generation.

Structural Explainability education mathematics mapping patterns and NOR (ACU) definitions for cross-system alignment (CTX -> NOR).

Career readiness resource outlining technical and professional skills for aspiring engineers and innovators (educational)

Structural Explainability education-domain mapping boundary and conformance examples (CTX -> NOR) across independent education systems.

A multi agent lesson design system to ensure lesson design, equity and inclusion, and alignment with curriculum.

Standards-Based Lesson Planner is a TypeScript-powered web app that helps educators design, organize, and manage lesson plans aligned to academic standards. It streamlines planning workflows, improves alignment visibility, and supports consistent, outcomes-focused instruction.

A local-first curriculum mapping tool for visualising relationships between modules, learning outcomes, assessments, and skills. Supports identification of structural gaps, duplication, and misalignment, enabling coherent programme design through transparent, governance-aware curriculum architecture.