"Creating an MCP Server" matching MCP servers:

An educational MCP server example demonstrating how to build a server that integrates with LLM clients like Claude Desktop.

Provides AI-powered educational tools for teachers including lesson planning, quiz creation, student progress analysis, learning path recommendations, and rubric generation. Enables educators to automate administrative tasks and personalize learning experiences through natural language interactions.

Rabbithole provides an infinite canvas for learning by allowing users to open documents, select text, ask questions, and receive answers that open as child documents, all running locally via an MCP server.

Helps independent inventors calculate USPTO fees, determine entity status, track patent deadlines, and understand procedural rules without needing an attorney.

Enables MCP clients to search and read the free AI School curriculum, including 550+ tracks on AI engineering, governance, security, and applied AI by profession.

Enables AI assistants to manage Anki flashcard collections by creating, searching, and updating cards through a standardized interface. It supports media handling, batch operations, and review scheduling via the AnkiConnect add-on.

An MCP server that exposes certifications, projects, and an AI engineering learning roadmap as callable tools for MCP clients like Claude Desktop.

An unofficial MCP server for Cambridge's CamCORS system, enabling supervision report management through a Chrome browser.

Enables AI assistants to save, search, read, update, and delete personal notes, summarize topics, and generate quizzes from saved notes through MCP tools, resources, and prompts.

Enables creating real Scratch 3 projects from natural language prompts, producing editable .sb3 files with sprites, scripts, sounds, and backdrops.

AI agent workbench and MCP server featuring 35 specialized skills for university student competition proposals, research grants, and scholarship applications.

Enables AI assistants to retrieve official College Board AP score distributions for 2026, 2025, and 2024, compare pass rates and percentiles across exams, and estimate practice-exam scores from composite points.

Enables secure, read-only access to LeetCode CN for fetching problem details by title, slug, number, or URL, and retrieving user submission records for a given date with optional filtering.

Enables Claude, Cursor, VS Code, and other MCP clients to search 200 graded AI engineering and investment banking interview questions, retrieve model answers, and run scored mock interviews offline or over HTTP.

Enables AI agents to work with a local Anki collection through MCP while Anki stays open in the background, listing and creating decks, listing note types, searching notes, and previewing or creating Basic and Cloze notes in batches. Deletion of cards or decks requires explicit confirmation in Anki and completes only after a recovery backup finishes.

An MCP server that exposes Prof. Null, an uncensored cybersecurity professor, as a set of specialized tools for learning hacking, CTFs, and security concepts through Q\&A, roadmaps, cheatsheets, labs, and more.

An unofficial MCP server for Bunpro that exposes its review queue, search, statistics, and SRS management as tools, enabling an LLM agent to read study data and add grammar points or vocabulary to reviews.

Automates a GetCourse account from an AI agent — grant lesson/training access, manage users and groups — with no official API.

An intentionally vulnerable MCP server for security training, enabling users to practice attacking and defending AI agents through realistic scenarios.

Enables students to ask an AI assistant about their Canvas LMS data, including assignments, grades, missing submissions, discussions, and upcoming items, while keeping access read-only and private.

Manages student leave requests and approvals, integrated with GitHub Copilot for natural language interaction.

An MCP server providing tools for web research, code review, and concept explanation, callable by any MCP-compatible client.

Enables AI agents to subscribe to a deterministic daily ethics feed drawn from a four-module curriculum and retrieve read-only tools, resources, and reflection prompts covering principles, case studies, and codes of conduct.

A deterministic MCP server for creating and managing educational storyboards, video scripts, and slide decks. It provides tools for content planning, validation, and DOCX/PPTX generation, with a guided workflow.

Enables discovery, retrieval, summarization, comparison, methodology and limitation analysis, research gap identification, and local management of academic papers via arXiv and Gemini AI.

An intentionally vulnerable MCP server for security training, simulating a fictional company with 28 vulnerable tools and 38 challenges to learn AI agent attack and defense.

An MCP server for learning Swedish language, providing tools for vocabulary, grammar, translations, and practice exercises.

Enables AI agents to manage Mochi.cards flashcards, including browsing decks, searching cards, and creating/updating/deleting cards with safety features like two-phase commits and typed confirmations.

Enables AI agents to interact with Overleaf projects directly, including creating projects, managing files, and editing documents in real-time using Overleaf's native Operational Transformation protocol.

A simple MCP server that provides tools for adding numbers, creating text files, and logging entries.