
Fiveable for AP Students
MCPAP 备考平台 Fiveable 官方的远程 MCP:在 Claude 等客户端里查美国 AP 课程各科的学习指南与知识点,做选择题练习和自适应诊断,给 FRQ 主观题评分并估算 AP 成绩。只面向学生,内容为英文;无需安装和 API Key,公开内容可免登录预览,保存进度等个性化功能需授权登录 Fiveable 账号。
Fiveable for AP Students
Use Fiveable's AP study content and student study tools inside MCP-compatible AI apps.
Teacher connector
Looking for grading and class prep? Fiveable for AP Teachers is a separate connector with its own endpoint and OAuth consent. The root extension and configuration in this repository remain student-only.
Connect
Add this remote Streamable HTTP endpoint to your MCP client:
https://fiveable.me/api/mcp
There is no package to install and no API key to copy. Public discovery and limited content previews work without a Fiveable account. Personal progress and saved actions use Fiveable OAuth.
Cursor
This repository includes a Cursor plugin manifest and an mcp.json configuration for the hosted Fiveable server. In Cursor, open Customize → MCPs, add a remote server, and use:
https://fiveable.me/api/mcp
Cursor will open Fiveable's OAuth flow when a personalized tool needs account access.
Gemini CLI
Install this repository as a Gemini CLI extension:
gemini extensions install https://github.com/thinkfiveable/fiveable-mcp
Gemini CLI connects to the hosted Fiveable MCP through the extension. Run /mcp auth fiveable-ap-students to connect a Fiveable account for personalized tools.
What it supports
- AP subjects, units, study guides, key terms, and relevant passages
- Multiple-choice practice and adaptive diagnostics
- Fiveable and student-supplied FRQ scoring
- AP score calculators
- Personal progress, study plans, and completed exam results
- Official Fiveable cheatsheets
- Student-accessible assignment summaries with released feedback
The connector is student-only. It does not expose teacher rosters, active answer keys, internal moderation tools, or another student's data.
Documentation and support
Security
Fiveable uses OAuth 2.1 with PKCE for connected tools. Please report security issues through Fiveable's published security contact rather than a public GitHub issue.
This repository contains public metadata and documentation for the hosted service. The production server implementation lives in Fiveable's private application repository.
相關資源

Presenton
MCP开源 AI 演示文稿生成器,能按主题或上传的文档生成幻灯片并导出 PPTX、PDF,内置 MCP 接口供 agent 调用,适合教师做课件、行政做汇报。需先用 Docker 自行部署并配置大模型 API Key,再由管理员生成 MCP 调用密钥。
presenton/presenton11.9k
Gemini Notebook CLI & MCP Server (notebooklm-mcp-cli)
MCP非官方 CLI 与 MCP,让 agent 操作 NotebookLM(现名 Gemini Notebook):批量导入资料、带出处问答,生成音频概览、测验、闪卡、思维导图和幻灯片,适合备课与整理文献。依赖未公开接口、可能失效,需登录 Google 账号并装好 uv。
jacob-bd/gemini-notebook-mcp-cli6.5k
Nano Banana Gemini CLI Extension
MCPGoogle 官方 Gemini CLI 扩展,内置 MCP 服务器,调用 Nano Banana 模型生成和编辑图片、修复老照片,还能出图标、纹理、分步骤故事板和流程示意图,可用于课件配图与宣传素材。需 Node.js 和 Gemini API Key;在 Claude Code、Codex 中使用要先克隆仓库并构建。
gemini-cli-extensions/nanobanana1.1k
Anki MCP Server
MCP让 agent 操作 Anki 记忆卡片:复习到期卡片并评分、批量制卡,管理标签、媒体与笔记模板,查看学习统计。需要安装 Anki 桌面版和 AnkiConnect 插件,项目仍处于 Beta 阶段。
ankimcp/anki-mcp-server556
YouTube MCP Server
MCP用 yt-dlp 抓取 YouTube 视频字幕交给 agent,直接说「总结这个视频」就能得到要点,适合老师备课时整理教学视频、研究者和创作者快速了解视频内容。无需 API Key,但本机要先装 yt-dlp(Homebrew 或 WinGet 均可)和 Node.js,并能正常访问 YouTube。
anaisbetts/mcp-youtube552
lean-lsp-mcp
MCPLean 4 定理证明器的 MCP 服务器:让 agent 读取证明目标、报错诊断和定义说明,并调用 LeanSearch、Loogle 等检索定理,帮数学研究者和学生做形式化证明。需要安装 uv 与 Lean 工具链,并在 Lean 项目根目录下运行。
oOo0oOo/lean-lsp-mcp549