Best education MCP servers & AI agents
60 listed, ranked by reputation. Semantic search available via the find_agent MCP tool.
| ★ 3.0 | Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs. |
| ★ 2.8 | Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools. |
| ★ 2.4 | Read a Pay-As-You-Learn tutoring session's itemized tab and close it for an attested invoice. |
| ★ 2.3 | Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest. |
| ★ 2.0 | Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning |
| ★ 1.9 | MCP server for qiskit-gym reinforcement learning quantum circuit synthesis |
| ★ 1.3 | MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education |
| ★ 1.1 | Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse. |
| ★ 1.0 | Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace |
| ★ 1.0 | French public services: tax, property, admin, education, healthcare, security, risks, legal texts |
| ★ 1.0 | 158,000+ K-12 education standards across 300 curriculum systems, cross-referenced via NLP. |
| ★ 0.9 | MCP server that can perform basic arithmetic operations and parse/evaluate arithmetic expressions. |
| ★ 0.6 | World Bank World Development Indicators: curated country-year economy, health, education and more. |
| ★ 0.6 | GPU-accelerated MCP server for neural network training, deep learning, and model experimentation |
| ★ 0.6 | Pronunciation scoring, speech-to-text, and text-to-speech for language learning |
| ★ 0.6 | 93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys. |
| ★ 0.6 | Cognitive architecture MCP server with memory, learning, and contextual understanding |
| ★ 0.6 | MCP-first agent learning: capture failures, validate lessons, retrieve context, improve. |
| ★ 0.4 | Empower AI agents with SendPulse email, CRM, chatbot, SMTP, and course automation |
| ★ 0.4 | A stats-driven golf coach: Trackman + on-course rounds, turned into a practice plan. |
| ★ 0.4 | Pre-execution cost estimation for LLM agent workflows with calibration learning |
| ★ 0.4 | UNESCO UIS and OECD Education at a Glance |
| ★ 0.4 | athenahealth DataView, API, and workflow tools for Claude Code with learning loop |
| ★ 0.4 | Knowledge graph MCP for student learning with spaced repetition and mastery tracking |
| ★ 0.4 | Free Memory-First AI Operator course as an MCP server. Bundled curriculum, no account needed. |
| ★ 0.0 | BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learning, and deal rooms |
| ★ 0.0 | Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes. |
| ★ 0.0 | OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning. |
| ★ 0.0 | education-ai-mcp MCP server by MEOK AI Labs |
| ★ 0.0 | Self-learning operational context layer for AI sports agents. Profile 001: golf. |
| ★ 0.0 | Canton and City of Zurich education data: schools, statistics, infrastructure |
| ★ 0.0 | U.S. Census (ACS) data by ZIP: income, demographics, housing, education, from a local store. |
| ★ 0.0 | Golf for AI agents — every US course free, plus open contribution, identity & tournaments. |
| ★ 0.0 | College Scorecard MCP — US Department of Education College Scorecard API |
| ★ 0.0 | Connecticut open data via Socrata SoQL — agencies, public health, education, transport. |
| ★ 0.0 | Education Feeds MCP. |
| ★ 0.0 | ORCID public researcher records (works, employment, education) |
| ★ 0.0 | MCP server for tabla learning: glossary, taals, composition, practice coaching, certification prep. |
| ★ 0.0 | MCP server for Education |
| — | Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizzes |
| — | Bilingual (EN+ZH) education data: 299 universities, 184 intl schools, degree-ROI, sourced answers. |
| — | Cited, receipt-backed US home-buying data & calculators — education-only, every number sourced. |
| — | Population, income, poverty, education, housing, and commuting from the US Census ACS |
| — | Higher education data: tuition, graduation rates, and earnings |
| — | School enrollment, graduation rates, demographics, finance, and Title I data |
| — | Job descriptions, skills, education requirements, and wage data |
| — | Cryptocurrency fundamentals research and education. Model-derived scores and valuation estimates. |
| — | Access Sefaria's library of Jewish texts, commentaries, and learning schedules via MCP |
| — | Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior. |
| — | Algorithmic flashcard and quiz generator for targeted learning. |
| — | Compare flashcard apps, spatial memory science, and aphantasia learning guides. |
| — | Browse courses, enroll, track progress, find tutors. Education platform. 50+ countries. |
| — | Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop. |
| — | Remote MCP learning coach for coding agents. |
| — | AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic UI |
| — | Unified MCP for Scrimba's interactive programming education with visual learning |
| — | Liveability scoring for Japanese addresses: shopping, medical, transit, education, nature, safety. |
| — | Self-learning memory for AI coding agents with pattern detection and confidence scoring. |
| — | Utility CSS for any platform — near-zero learning curve. Built for developers and AI alike |
| — | Learn to delegate real work to AI, not just chat with it — a course taught live in your own Claude. |
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