Topic · updated 2026-10-05
Education & Learning MCP servers
91 Education & Learning MCP servers indexed on awesomemcp.in. Every entry links to a live GitHub repository with a known author, is de-duplicated across the official MCP registry and community lists, and carries an automated vulnerability-check badge. Built by @ankimcp, @kirill-markin, @nietus, @spacholski1225, @raphysicst-create and 85 other authors.
Top 60 Education & Learning MCP servers
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
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★ 506
2026-10-04Read, write, and conversationally review open-source flashcards through split read/write MCP tools.
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★ 85
2026-10-05Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.
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★ 81
2026-10-04Study and manage Anki flashcards via AnkiConnect: quizzes, stats, leeches, bulk edits.
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★ 39
2026-10-05AnkiConnect MCP server for interacting with Anki via AnkiConnect.
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★ 24
2025-07-20한국 중등 2022 개정 교육과정 학습 그래프 MCP 서버 (중학교 714 · 고교 3,124 성취기준 · 원문 수록 · 중→고 전이)
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★ 16
2026-08-25한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 (성취기준 620 · 원문 수록 · 주제 1,956 · 선수관계 1,894)
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★ 13
2026-08-27MCP server for integrating with Anki flashcards through conversational AI
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★ 11
2026-05-23Manage your Anki collection via AnkiConnect.
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★ 7
2025-05-16Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
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★ 5
2026-10-05MCP server that can perform basic arithmetic operations and parse/evaluate arithmetic expressions.
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★ 4
2026-10-04UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.
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★ 1
2026-10-05Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
Needs review
★ 21,822
2026-10-05Create spaced-repetition flashcards in Rember to remember what you learn in your chats.
Needs review
★ 63
2025-03-28Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
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★ 7,474
2026-10-05Automated time series forecasting with model search, anomaly detection, and event risk analysis
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★ 1,429
2026-08-25MCP Server for the Runno Sandbox
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★ 773
2026-08-01Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
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★ 371
2026-09-27Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
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★ 335
2026-10-05Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
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★ 300
2026-10-05Canvas LMS integration for students and educators with optional privacy controls
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★ 278
2026-10-05Typed FHIR tools: build, read, validate and code FHIR resources from a patient bundle, with terminology lookup and machine-readable validation reports.
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★ 229
2026-09-01Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
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★ 174
2025-12-23Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
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★ 97
2026-10-05Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.
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★ 95
2026-10-02Learning engine for Claude Code: extracts signals from sessions, runs periodic reflections and promotes or retires behavioral frameworks based on evidence.
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★ 90
2026-05-29Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
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★ 88
2026-06-07D2L Brightspace MCP server: grades, due dates, assignments, announcements and files. Any school.
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★ 57
2026-10-05Control the GUI with mouse and keyboard tools for automation, education and experimentation.
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★ 54
2026-07-11Schema-enforced spatial transcriptomics analysis with 20 tools and 66 methods via MCP
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★ 45
2026-09-29Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP).
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★ 44
2026-10-05How engineers pronounce developer jargon — 1,903 confidence-tagged entries with citations.
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★ 41
2026-09-01Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch, skill learning
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★ 41
2026-09-07MCP server for qiskit-gym reinforcement learning quantum circuit synthesis
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★ 40
2026-09-25Laravel documentation aggregator: multi-version core docs, services, packages, learning paths.
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★ 38
2026-10-05Open registry of 1.14M+ rooftop-solar detections across France, queryable by natural language.
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★ 37
2026-10-04Free certification prep for the Claude Certified Architect exam by Connectry LABS
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★ 36
2026-03-19Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.
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★ 29
2026-09-28Explainable AI-writing detection and originality checking in English and Spanish, plus citation checks and hidden-character detection.
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★ 27
2026-09-16An MCP server for automatic license plate recognition
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★ 26
2026-07-05Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account.
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★ 25
2026-10-04Read exams, gradebooks and item analysis; parse papers with AI and publish exams.
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★ 16
2026-09-07Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.
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★ 13
2026-09-29Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.
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★ 13
2026-10-02D2L Brightspace MCP server: courses, grades, rubrics, feedback, course files, calendar. Multi-auth.
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★ 12
2026-10-05Interactive LeetCode MCP server with authorization and solution submission capabilities
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★ 12
2026-09-15Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
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★ 12
2026-09-29TalentLMS MCP server: users, courses, groups, branches, reporting, and assessments
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★ 12
2026-10-02Fetch current stock prices and key data for symbols across global markets. Look up companies like…
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★ 11
2025-10-17MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education
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★ 11
2026-04-22Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials.
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★ 11
2026-10-05MCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.
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★ 11
2026-10-03MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models.
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★ 10
2026-10-04TypeScript MCP server for Canvas LMS — 167 tools across 42 domains.
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★ 8
2026-10-05Compiles structured specs into SCORM 1.2/2004 e-learning packages. 30 tools, quality gate, no LLM.
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★ 8
2026-09-09City of Zurich weather, air quality, parking, geodata, Gemeinderat, tourism
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★ 8
2026-09-26Learning sidecar for AI coding assistants: quizzes developers on AI-generated changes and gives agents persistent project-specific debugging memory via RAG.
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★ 8
2026-09-07The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.
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★ 7
2026-09-07Local Work Model MCP server for agent work that learns from real outcomes.
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★ 7
2026-07-05Turn-based strategy game where AI agents command armies on tactical grids while humans coach, with post-match reflections and learning across games.
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★ 7
2026-05-04
Search all 91 in the interactive index →
Quick install
Add the most popular option to Claude Code:
claude mcp add anki-mcp-server -- npx -y @ankimcp/anki-mcp-server
FAQ
What is the best education & learning mcp server?
By GitHub stars, the most popular is Anki MCP Server by @ankimcp (506 stars). awesomemcp.in lists 91 MCP servers for this topic, ranked by official status and popularity.
Are these MCP servers safe to install?
89 of 91 passed our automated vulnerability check (OSV.dev advisories for the published package, OpenSSF Scorecard, license, maintenance and provenance). The check is automated and does not guarantee 100% safety — review the code and permissions before installing.
How do I install Anki MCP Server?
With Claude Code: claude mcp add anki-mcp-server -- npx -y @ankimcp/anki-mcp-server. Every listing on awesomemcp.in includes an install command and, where available, an mcp.json snippet for Claude Desktop, Cursor and other MCP clients.
Can AI agents read this list?
Yes. The full catalog is available as JSON at https://awesomemcp.in/api/mcps.json and https://awesomemcp.in/api/skills.json, and as plain text at https://awesomemcp.in/llms.txt.