MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Read-only MCP server for Tsinghua Learn: courses, assignments, announcements, files, and deadlines.
MIT -
@satyam1990/learn-mcpupdated this year
A simple MCP server that learns from the user with Google AI SDK
npm MIT -
language-learning-mcpgithub.com/MahammadNuriyev62/language-learning-mcpupdated this year
Interactive language learning MCP App for Claude.ai with 10 exercise types
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Local-first learning state layer and MCP connector for AI agents.
MIT ★ 1 -
mcp-a11y-learning-guidegithub.com/burnworks/mcp-a11y-learning-guideupdated this year
MCP server that guides accessibility learners to the right W3C resources.
MIT ★ 3 -
MCP server extending Obsidian with intelligent learning, challenges, spaced repetition, and knowledge analytics
MIT -
MCP server for generating Learning Hour content and Miro boards for Technical Coaches
npm MIT -
kiro-learngithub.com/brendangeck/kiro-learnupdated this year
Continuous learning for Kiro agent sessions on AWS. Passive tool-use capture, LLM extraction, and synchronous context injection — inspired by claude-mem, aligned with Bedrock AgentCore Memory.
npm Apache-2.0 -
konid-language-learninggithub.com/robertnowell/konid-language-learningupdated this year
Language expression coach with audio pronunciation - Claude Cowork plugin
MIT ★ 2 -
learning-mcp-servergithub.com/piyo123/learning-mcp-serverupdated this year
Simple MCP Server and Client - JPY Exchange Rate
MIT -
Vibe learn anything: your AI agent turns an article, doc, or code into a short interactive lesson with a shareable link.
Apache-2.0 ★ 6 -
DTU Learn MCP server and API client: use your DTU Learn (Brightspace/D2L) courses, deadlines, slides and Panopto lecture transcripts with Claude and other AI assistants. Unofficial student project.
MIT -
An agent-native teaching OS — a classroom that remembers, for you and your AI. MCP server + self-hosted web app.
AGPL-3.0 ★ 3 -
Study planner for the terminal and MCP: schedules reviews, tracks repeat mistakes and checks mastery from the attempts you record. Leaves graded questions to you.
AGPL-3.0 ★ 1 -
korean-elementary-learning-map-mcpgithub.com/taehyeonglim/korean-elementary-learning-map-mcpactive
한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 — 성취기준 원문 수록
NOASSERTION ★ 15 -
An async multi-agent learning roadmap planner built with LangChain, LangGraph, Tavily, and a custom FastMCP course server.
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Give your model eyes for video: scene-change frames + tiled contact sheets + subtitles. MCP server for Claude Desktop / DSH / Cursor. 让大模型看懂视频与动图。
MIT ★ 1 -
A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.
MIT -
Local-first Governed Memory Engine for Codex, Antigravity & DSH (DeepSeek Harness). Conclusion-first progressive retrieval, automatic tool-error follow-up, compaction survival, counterexample circuit-breakers & native visual UI.
MIT ★ 1 -
Open-source adaptive learning platform. Turn your materials into personalized practice under your own brand.
AGPL-3.0 ★ 1 -
The official Clozemaster CLI: learn languages in your terminal, with a built-in MCP server for AI assistants.
MIT ★ 5 -
Local-first personal knowledge management (PKM) MCP server and learning memory for every AI tutor—goal trees, a reusable knowledge graph, and evidence-gated mastery.
Apache-2.0 -
Self-learning AI standards system - learns from corrections and auto-updates CLAUDE.md
pypi MIT -
An MCP server enabling guided DSA learning with AI on leetcode.com
MIT ★ 12 -
Brain Ecosystem — Self-learning MCP servers for Claude Code (monorepo)
NOASSERTION ★ 1 -
claude-gladiator-mcpgithub.com/vvkmnn/claude-gladiator-mcpupdated this year
An MCP server for continuous learning in Claude Code
npm MIT -
An MCP server for English learning with Cambridge Dictionary lookups, personal vocabulary management, and FSRS spaced-repetition reviews.
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first-mcp-servergithub.com/muditkalra/first-mcp-serverupdated this year
Learning mcp servers
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MCP server for Spanish language learning
npm MIT -
atlasgithub.com/brainer-sh/atlasupdated this year
Learn any codebase through conversation.
MIT ★ 2 -
@mseep/learnlog-mcpgithub.com/yujaeyun/learnlog-mcpupdated this year
MCP server for logging learning prompts with LLMs
npm ISC -
Local MCP server and branching learning canvas for Trail
npm SEE LICENSE IN LICENSE -
A personal vocabulary learning and ChatGPT connector service, with Cloudflare durable storage.
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dataflowr-toolsgithub.com/dataflowr/dataflowr-toolsupdated this year
Python CLI, REST API, and MCP server for the Deep Learning DIY course
Apache-2.0 ★ 4 -
Flashcards and quiz questions as a learning page for vocational school. The teacher creates learning bundles through an AI agent (MCP), the class opens a three-word link – no sign-in, no stored results.
MIT ★ 1 -
punt-langlearn-ttsgithub.com/punt-labs/langlearn-ttsupdated this year
TTS MCP server and CLI for language learning (ElevenLabs, AWS Polly, OpenAI)
pypi MIT -
Edmategithub.com/shmukit/Edmateupdated this year
The Modular Automation Engine for Academic Assessments, Powered by Learning Science.
MIT ★ 1 -
pronounce-mcpgithub.com/MahammadNuriyev62/pronounce-mcpupdated this year
MCP App with inline audio buttons for word pronunciation and language learning
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mindkeg-mcpgithub.com/carloluisito/mindkeg-mcpupdated this year
A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atomic learnings per repository.
npm MIT -
Judge visualization value and turn chart evidence into machine-learning actions.
MIT -
Japanophile workstation: kanji/JLPT learning tools plus Japanese culture knowledge box. First -phile repo.
MIT -
Learn while your agent works — local knowledge graph, spaced repetition, and quiz gating for agent-assisted development.
npm MIT -
synaptic-memoryupdated this year
Human-like neural memory system - Neuron-based persistent memory with Hebbian learning for AI agents
npm MIT -
graphonomousgithub.com/c-u-l8er/graphonomousupdated this year
Continual learning MCP server for AI agents — topology-aware knowledge graph with kappa-routing, exposed as 5 loop-phase machines (retrieve/route/act/learn/consolidate), causal metadata, and neural embeddings. One of four MCP servers in the [&] three-prot
npm Apache-2.0 -
claude-gladiator-mcpgithub.com/Vvkmnn/claude-gladiator-mcpupdated this year
⚔️ An MCP server for continuous learning in Claude Code
MIT -
An Agent-Computer Interface (ACI) for AI-driven machine learning.
MIT ★ 4 -
CLI no oficial para UPC Aula Virtual (Blackboard Learn) — terminal + MCP para Claude
npm ISC ★ 13 -
CLI and SDK for π — the RuVector shared brain. Share, search, and transfer learning across AI sessions.
npm MIT -
Model Context Protocol (MCP) server for Georgia Department of Education (GaDOE) SuitCASE learning standards, course codes, CTAE clusters, and pathways.
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Learn the Greek hiding in everyday English, in 3-minute lessons. Web app + MCP server so your AI agent can tutor you.
MIT ★ 4 -
@shlokkhemani/rabbitholegithub.com/shlokkhemani/rabbitholeupdated this year
An infinite canvas for learning. Start from a document, select text, ask, and the answer branches out as a child document. Recurse forever.
npm MIT -
claude-soulgithub.com/DomDemetz/claude-soulupdated this year
Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory
MIT ★ 93 -
long-term-memorygithub.com/ihwoomil/long-term-memoryupdated this year
Long-term memory system for AI assistants — persistent, searchable, self-organizing memory powered by semantic search, knowledge graphs, and reinforcement learning
pypi MIT -
Self-learning issue memory for Codex using MCP. Automatically captures reusable bug fixes and reuses them across sessions with local-first, low-token SQLite storage.
MIT -
Self-learning loop for Claude Code — corrections and failures become skills, behind a human gate. MCP + hooks, Windows-native, zero background LLM calls.
MIT ★ 7 -
Save what you learn with Claude Code or Codex and review it with FSRS spaced repetition
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MCP server that turns your latest commits into hand-drawn Excalidraw diagrams of the concepts they use, so you keep learning from code your AI wrote.
npm PolyForm-Noncommercial-1.0.0 -
MCP server for Vocabit — let an AI assistant build flashcard sets inside a real language-learning app and read back how the learner actually did.
npm MIT -
Map and manage human skills with a structured system designed to track learning and development alongside AI capabilities.
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@efremidze/swift-mcpgithub.com/efremidze/swift-mcpupdated this year
MCP server for Swift/SwiftUI learning with curated patterns from top iOS developers. Optional Patreon integration for premium content.
npm MIT