Ext Ops Panel
Abrir o painel

Learning Optimizer

Schedule spaced reviews and exam study plans from each learner's forgetting curve.

Servidor MCP · de saifs.ai

Resumo

Learning Optimizer é um servidor MCP publicado por saifs.ai. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). Vimos pela primeira vez em 2026-10-22 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-24.

O que pede

  • Roda remotamente

Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Funciona com

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

Um link de um clique abre o cliente, que pede confirmação antes de adicionar o servidor.

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Conectar

Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.

Como servidor MCP remoto

Gerado a partir do que Official MCP Registry declara.

Claude CodeTerminal
claude mcp add --transport http learning-optimizer https://learning-optimizer-mcp.saifs.ai/mcp
Codex~/.codex/config.toml
[mcp_servers.learning-optimizer]
url = "https://learning-optimizer-mcp.saifs.ai/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "learning-optimizer": {
      "url": "https://learning-optimizer-mcp.saifs.ai/mcp"
    }
  }
}

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Official MCP Registry (Abrir o registro) Listado 1.0.0 Nenhum número publicado Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

O que mudou

  1. Passou a ser um produto que acompanhamos
  2. Official MCP Registry: apareceu

Plugins semelhantes

Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.

  • ADHD Study Coach

    A single study-companion agent for ADHD learners, any subject — automatic spaced-repetition warm-ups, small-chunk teaching, Feynman-style reflection, and periodic self-analysis.

    de Aalaa Fahiem · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • BrainyGym

    Save the courses you make with AI and review them with spaced repetition and a daily session.

    de brainygym.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Quizlar — voice-powered AI flashcards with spaced repetition

    Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-graded quizzes.

    de quizlar · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Mastery Pathing

    Map prerequisites, track mastery and recommend the next topic each learner is ready for.

    de saifs.ai · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • adaptive-recall io.github.AIAppsAPI/adaptive-recall

    Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

    de AIAppsAPI · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • personal-tutor

    Adaptive technical tutoring skill that builds a persistent knowledge graph and learner profile across sessions

    de minsoo.web · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • nobrainner io.github.aaadjrbr/nobrainner

    NoBrainner Spaced Repetition Flashcards, Study Stats & Multi-Language AI Deck Generation

    de aaadjrbr · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • knowledge-graph-mcp io.github.zcsabbagh/knowledge-graph-mcp

    Knowledge graph MCP for student learning with spaced repetition and mastery tracking

    de zcsabbagh · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Flipnem

    Build and study spaced-repetition flashcards with your agent.

    de flipnem.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • learn

    Help users learn topics through adaptive tutoring, practice exercises, retrieval checks, study plans, and feedback.

    de DAIR.AI · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

Plugins semelhantes por marketplace

A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?

Listado em Claude Code: claude-plugins-community (5)
  • learning-tutor

    AI-powered personal tutor plugin for Claude Code. Features adaptive teaching with 3 styles (progressive, Socratic, structured), pre/post testing with generative questions, spaced…

    de shauigewhite · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • learning-planner

    A Claude Code plugin that acts as your long-running learning companion — helps you plan, track, and review self-directed learning in structured phases.

    de SPYfighting · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • meta-learn

    AI-powered interactive learning coach that helps users master any topic 10x faster. Features knowledge maps, Feynman sparring, Socratic drilling, instant feedback, and…

    de xuhengzhi75 · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • learncc

    Structured Claude Code education course. Guided exercises adapted to a user's specific role, such as a developer, PM, or non-technical.

    de ryanxkh · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • learn-with-coursera

    Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…

    de coursera · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Claude Code: claude-plugins-official (5)
  • learn-with-coursera

    Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…

    de coursera · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • remember

    Continuous memory for Claude Code. Extracts, summarizes, and compresses conversations into tiered daily logs. Claude remembers what you did yesterday.

    de Digital-Process-Tools · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve uma tarefa semelhante

  • skill-creator

    Create new skills, improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to…

    de Anthropic · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official · Descreve uma tarefa semelhante

  • math-olympiad

    Solve competition math (IMO, Putnam, USAMO) with adversarial verification that catches what self-verification misses. Fresh-context verifiers attack proofs with specific failure…

    de Anthropic · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official · Descreve uma tarefa semelhante

  • ralph-loop

    Interactive self-referential AI loops for iterative development, implementing the Ralph Wiggum technique. Claude works on the same task repeatedly, seeing its previous work, until…

    de Anthropic · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official · Descreve uma tarefa semelhante

Listado em Claude: knowledge-work-plugins (5)
  • learn-with-coursera

    Turn any learning intent into a personalized Coursera experience. Asks three quick questions (topic, familiarity, preferred format), searches Coursera's catalog, and delivers the…

    de coursera · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • Productivity

    Manage tasks, plan your day, and build up memory of important context about your work. Syncs with your calendar, email, and chat to keep everything organized and on track.

    de Anthropic · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins · Descreve uma tarefa semelhante

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    de techwolf-ai · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve uma tarefa relacionada

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve uma tarefa relacionada

  • Pendo Analytics

    Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…

    de pendo-io · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Descreve uma tarefa relacionada

Listado em Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    de OpenAI Codex · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Notion

    Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.

    de Notion · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • ClickUp

    Turn Codex into your ClickUp command center.

    de ClickUp · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Google Calendar

    Connect Google Calendar for scheduling, availability, daily briefs, and event management.

    de OpenAI · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Outlook Calendar

    Connect Microsoft Outlook Calendar for scheduling, daily briefs, event prep, and safe meeting changes.

    de OpenAI · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

Listado em Community GitHub marketplaces (5)
  • ADHD Study Coach

    A single study-companion agent for ADHD learners, any subject — automatic spaced-repetition warm-ups, small-chunk teaching, Feynman-style reflection, and periodic self-analysis.

    de Aalaa Fahiem · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • personal-tutor

    Adaptive technical tutoring skill that builds a persistent knowledge graph and learner profile across sessions

    de minsoo.web · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • learn

    Help users learn topics through adaptive tutoring, practice exercises, retrieval checks, study plans, and feedback.

    de DAIR.AI · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • ai-guru

    Adaptive learning tutor for any subject — four goal modes including full exam prep.

    de Dhruv Dubey · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • tutor

    Adaptive tutor skill with 10 teaching modes — Socratic questioning, interleaved drills, analogies, visual thinking, active recall, and more.

    de Rupan Sunderapandyan · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/awesome-copilot (5)
  • brainmaxxing

    Codebase-grounded concept-mastery quizzes with an interactive BrainMax Canvas dashboard.

    de juliamuiruri4 · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • whatidid

    Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve uma tarefa semelhante

  • edit-tutorial

    Turn the code edits Copilot made in your session into an interactive lesson: a step-by-step walkthrough of each change with before/after views and quizzes, then a hands-on…

    de John Haugabook · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve uma tarefa semelhante

  • gh-skills-builder

    Design, build, review, and publish GitHub Skills-style exercises with one coordinating agent and five Agent Skills for learner journeys, workflow-backed validation, and release…

    de arilivigni · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve uma tarefa semelhante

  • chat-fork-map

    Maps branching Copilot conversations so parallel follow-up questions and exploration paths from complex tasks or learning can be navigated without losing context. Its visual…

    de jdneo · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve uma tarefa semelhante

Listado em Copilot CLI: github/copilot-plugins (5)
  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve uma tarefa semelhante

Listado em Cursor: cursor/plugins (5)
  • Teaching

    Skill mapping, practice plans, and learning retrospectives.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Continual Learning

    Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.

    de Eric Zakariasson · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Advisor

    Consult a stronger model before major decisions, when stuck, and before declaring done.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve uma tarefa semelhante

  • Mem

    Capture, search, and organize notes and collections.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve uma tarefa semelhante

  • Guru

    Search company knowledge and draft verified answers.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve uma tarefa semelhante

Listado em Docker MCP Catalog (5)
  • EduBase

    The EduBase MCP server enables Claude and other LLMs to interact with EduBase's comprehensive e-learning platform through the Model Context Protocol (MCP).

    de EduBase · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Sequential Thinking (Reference)

    Dynamic and reflective problem-solving through thought sequences.

    de modelcontextprotocol · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    de comet-ml · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • Omi

    A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations.

    de BasedHardware · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Wayfound

    Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.

    de docker · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

Listado em Official MCP Registry (5)
  • BrainyGym

    Save the courses you make with AI and review them with spaced repetition and a daily session.

    de brainygym.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Quizlar — voice-powered AI flashcards with spaced repetition

    Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-graded quizzes.

    de quizlar · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Mastery Pathing

    Map prerequisites, track mastery and recommend the next topic each learner is ready for.

    de saifs.ai · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • adaptive-recall io.github.AIAppsAPI/adaptive-recall

    Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

    de AIAppsAPI · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • nobrainner io.github.aaadjrbr/nobrainner

    NoBrainner Spaced Repetition Flashcards, Study Stats & Multi-Language AI Deck Generation

    de aaadjrbr · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

Listado em PyPI (MCP servers) (5)
  • İTÜ MCP

    İTÜ Ninova, OBS, Portal, kampüs servisleri ve kütüphane için MCP sunucusu

    de yatuk · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers), Community GitHub marketplaces · Descreve quase a mesma tarefa

  • canvas com.mcparmory/canvas

    Manage courses, submissions, grades, and student data in Canvas LMS

    de mcparmory.com · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • intervals-icu-mcp io.github.hhopke/intervals-icu-mcp

    Read/write Intervals.icu MCP server: activities, wellness, calendar, gear, and workouts.

    de hhopke · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • EduPage MCP Server

    EduPage MCP: timetables, grades, homework, meals, messages, 2FA, multi-school, role-aware.

    de oliverhruby · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • hypermnesia-mcp io.github.cdeust/hypermnesia-mcp

    Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

    de cdeust · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers), Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em npm registry (MCP servers) (5)
  • gogcli-mcp-classroom io.github.chrischall/gogcli-mcp-classroom

    Google Classroom via gogcli for Claude — courses, assignments, submissions, grading

    de chrischall · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • gitmem io.github.gitmem-dev/gitmem

    Persistent institutional memory for AI coding agents. Memory that compounds.

    de gitmem-dev · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • ori-memory io.github.aayoawoyemi/ori-memory

    Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

    de aayoawoyemi · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • infinitecampus-mcp io.github.chrischall/infinitecampus-mcp

    Infinite Campus (Campus Parent) for Claude — grades, attendance, assignments, messages

    de chrischall · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • skylight-mcp io.github.chrischall/skylight-mcp

    Skylight Calendar for Claude — family events, chores, and rewards.

    de chrischall · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers), Community GitHub marketplaces · Descreve quase a mesma tarefa

Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Quer esta marca no seu plugin em nosso catálogo?

Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação

Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado