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🗺️ Education AI Ecosystem Landscape

A comprehensive survey of existing tools, skills, and MCP servers related to AI-powered education. Last updated: 2026-03-08.

Agent Skills

Education & Tutoring

Skill Source Install Description
education-tutor eddiebe147 npx skills add eddiebe147/claude-settings@education-tutor -g -y K-12 tutoring, exam prep (SAT/ACT/GRE), learning difficulty support (ADHD, dyslexia), Socratic method
ai-for-learning omer-metin npx skills add omer-metin/skills-for-antigravity@ai-for-learning -g -y AI tutoring systems, adaptive learning, learning analytics
tutor-skills RoundTable02 npx skills install RoundTable02/tutor-skills Turn PDFs/docs into Obsidian StudyVaults with interactive quizzes
learn-faster-kit hluaguo npx skills install hluaguo/learn-faster-kit AI learning coach with spaced repetition, personalized syllabi
echodecks skills.sh Via marketplace Flashcard management and study sessions
echodecks-ultimate skills.sh Via marketplace AI flashcards + automated podcast generation
anki-connect skills.sh Via marketplace Interact with Anki decks via AnkiConnect REST API
socratic obra/superpowers Via marketplace Socratic design refinement through guided questioning
spanish-language-tutor sandraschi Part of advanced-memory-mcp Spanish grammar, conversation, regional dialects

Curriculum & Course Design

Skill Source Install Description
curriculum-design pauljbernard npx skills add pauljbernard/content@curriculum-design -g -y Bloom's taxonomy curriculum builder, K-12 through post-graduate
curriculum-develop-content pauljbernard npx skills add pauljbernard/content@curriculum-develop-content -g -y Develop lesson content and educational materials
curriculum-research pauljbernard npx skills add pauljbernard/content@curriculum-research -g -y Education research for curriculum development
education-business omer-metin npx skills add omer-metin/skills-for-antigravity@education-business -g -y Education business strategy

Academic Research & Writing

Skill Source Install Description
academic-research-writer endigo npx skills add endigo/claude-skills@academic-research-writer -g -y Academic paper writing (322 installs)
research-proposal luwill npx skills add luwill/research-skills@research-proposal -g -y Grant & research proposal writing (71 installs)
research-expert personamanagmentlayer npx skills add personamanagmentlayer/pcl@research-expert -g -y General research expertise (49 installs)
academic-research tdimino npx skills add tdimino/claude-code-minoan@academic-research -g -y Academic research assistant (29 installs)

Career & Professional

Skill Source Install Description
career-document-architect lyndonkl npx skills add lyndonkl/claude@career-document-architect -g -y Career documents and resumes (32 installs)
prompt-engineering skills.sh Via marketplace Learn prompt engineering techniques

MCP Servers

Education Platforms

Server Source Description Stars
DeepTutor HKUDS/DeepTutor AI personalized learning assistant from HKU. Multi-agent, RAG + web search, visual aids. ⭐ 9,000+
OpenEdu MCP Cicatriiz/openedu-mcp K-12 & college curriculum planning. OpenLibrary, Wikipedia, arXiv integration. Grade-level filtering. New
MCP Tutor moarshy/mcp-tutor Intelligent tutoring from documentation repos. 4 tools + 6 prompts. New
EduBase MCP EduBase/MCP E-learning platform. Parametrized quizzes, cheating detection, LaTeX, SCORM. Low
Canvas LMS MCP DMontgomery40/mcp-canvas-lms 54 tools for Canvas LMS: courses, assignments, grades, modules, rubrics. Moderate

Math & Science

Server Source Description Stars
Math MCP Learning clouatre-labs/math-mcp-learning-server Math tutor with configurable difficulty, formula explainer, step-by-step. New
Wolfram Alpha MCP cnosuke/mcp-wolfram-alpha Computational knowledge engine via Wolfram Alpha API. Low
Calculator MCP huhabla/calculator-mcp-server Symbolic math, statistics, matrix operations. Low
mcp.science pathintegral-institute/mcp.science DFT calculations, Wolfram Language, Materials Project, neuroscience. ~104

Flashcards & Spaced Repetition

Server Source Description Stars
Anki MCP ankimcp/anki-mcp-server AI ↔ Anki flashcard interaction. STDIO and HTTP. Read-only mode. ⭐ 154
Rember MCP rember/rember-mcp "Help me remember this" → spaced repetition cards in Rember. Via mcpservers.org
Mochi MCP louis030195/mochi-mcp Deck management, search, Markdown support via Mochi. Via LobeHub

Language Learning

Server Source Description Stars
MandarinMCP w41ch0ng/MandarinMCP HSK 1-6 Chinese vocabulary, spaced repetition, Anki export. Low
DeepL MCP DeepLcom/deepl-mcp-server High-quality translation via DeepL API. Moderate
Wikipedia Simple English bhubbb/mcp-se-wikipedia Simple English Wikipedia for learners. Low

Academic Research

Server Source Description Stars
Paper Search MCP openags/paper-search-mcp Search & download from arXiv, PubMed, bioRxiv. Low
MCP for Research aringadre76/mcp-for-research Unified PubMed, Google Scholar, ArXiv, JSTOR. 5 tools. Low
arXiv MCP anuj0456/arxiv-mcp-server arXiv search, citation analysis, trend tracking. Low
Scientific Papers MCP benedict2310/Scientific-Papers-MCP Real-time arXiv + OpenAlex access. Low

Knowledge Bases

Server Source Description Stars
Wikipedia MCP Multiple implementations Wikipedia access via MCP. Multi-language. Various
Microsoft Learn MCP MicrosoftDocs/mcp Official Microsoft docs + code samples. Vector search. Moderate

Skill Marketplaces

Platform URL Education Content
skills.sh skills.sh Primary marketplace for Agent Skills
SkillsMP skillsmp.com 8,454 education + 13,834 research skills
awesome-agent-skills VoltAgent/awesome-agent-skills 500+ curated skills
awesome-openclaw-skills VoltAgent/awesome-openclaw-skills 5,400+ skills from OpenClaw

Related Large Projects

Project Stars Description
K-Dense-AI/claude-scientific-skills ⭐ 13,500+ 170+ scientific skills, 250+ databases. Our model for project structure.
anthropics/skills Official Anthropic's official skill repository
microsoft/mcp-for-beginners High MCP curriculum with real-world examples

Gaps & Opportunities

Areas with no existing skills or MCP servers — prime for contribution:

Gap Opportunity
🇨🇳 Chinese social intelligence (人情世故) Human Skill Tree fills this
Exam-specific prep (高考, 수능, JEE) Structured by exam system
Major/career transition guidance Decision framework skill
Cross-cultural communication Scenario-based training
Emotional intelligence training Interactive EQ coaching
Financial literacy for students Budgeting, investing basics
Critical thinking & media literacy Logical fallacy detection, source evaluation
Health & wellness for students Sleep, nutrition, exercise, mental health

This document is a living survey. Contributions welcome — see CONTRIBUTING.md.