"Automating Project Documentation with a Focus on Memory Management" matching MCP connectors:

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Deterministic Music Theory for Claude, Cursor, and Autonomous AI Agents Large Language Models (LLMs) frequently hallucinate music theory, leading to incorrect notes, false Roman numerals, and broken voice leading. THIRI solves this by providing a deterministic, mathematical music-theory engine (pitch-class-set theory over ℤ/12) directly to your AI. It gives AI assistants precise, reproducible harmonic reasoning in milliseconds, allowing them to write correct musical scores, analyze progression

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

Free Memory-First AI Operator course as an MCP server. Bundled curriculum, no account needed.

Faith tools for AI agents: cited KJV Scripture, ORA Q&A, sermons, churches, prayer & giving.

Find and book verified 1-on-1 online tutors: search by subject, price and rating, then book.

Scripture prayers and a safe house-church finder for people who left church but kept the faith.

Free book-donation pickup logistics and first-edition identification tools for New Mexico.

Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualization.

Deterministic Pythagorean numerology MCP server. Life Path, Expression/Destiny, Soul Urge, Personality, Maturity, and Personal Year with reduction trails, plus compatibility. No AI, no API key.

Learn to delegate real work to AI, not just chat with it — a course taught live in your own Claude.

Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.

Read-only ROSCA and savings-circle answers and calculators, from Wiremi's public facts.

ArcFlow exposes the Destiny Matrix numerology calculator as MCP tools. Given a date of birth it returns a structured reading (core numbers 1–22 for personality, talents, money, relationships, life purpose and karmic patterns, each with a short interpretation) plus a rendered octagram image. A second tool computes compatibility between two birth dates. Deterministic, read-only, no auth.

Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.

Browser-based VR public speaking training with AI feedback. No headset required. Six MCP tools: list pricing plans, 3D practice environments, audience use cases, competitor comparison, FAQs, and quick-start guide.

Search, browse, and cite a 377-tutorial step-by-step how-to corpus from your AI client.

Teen-first library on CBT, DBT, and finding the right therapist.

Clinician-reviewed library on social anxiety, panic, and school refusal in adolescents.

Clinician-reviewed library on child psychiatric evaluation and medication decision-making.