"Automated cleanup tools" matching MCP servers:

• D2L Brightspace MCP Server

  bencered

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to interact with D2L Brightspace LMS, providing access to assignments, grades, course content, calendar events, and announcements through automated SSO authentication.

  Last updated 2025-11-28

  12

  26

  10

  MIT
• 

  dataflowrofficial

  dataflowr

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to browse and teach the Deep Learning DIY course, providing access to modules, notebooks, transcripts, quizzes, slides, and homework via MCP tools.

  Last updated 2026-03-11

  18

  4

  Apache 2.0

• MUSTer MCP Server

  Cosmostima

  A

  license

  A

  quality

  D

  maintenance

  Enables LLM interaction with the Macau University of Science and Technology (M.U.S.T.) campus system, including automated login to Wemust and Moodle, retrieving class schedules, checking assignments and deadlines, downloading course materials, and managing course content.

  Last updated 2025-12-13

  7

  3

  MIT

• Coursera MCP Server

  markswendsen-code

  A

  license

  A

  quality

  D

  maintenance

  Enables users to search for courses, view detailed syllabus information, and manage enrollments and progress on Coursera. It supports automated interactions including viewing certificates through local or cloud-based browser environments using Playwright.

  Last updated 2026-06-17

  5

  21

  MIT

• LearnMCP Server

  BretMeraki

  F

  license

  A

  quality

  D

  maintenance

  Extracts and summarizes learning content from YouTube videos, PDFs, and web articles to provide context for project-based learning. It features automated background processing and integrates with Forest's HTA builder for informed task generation.

  Last updated 2025-06-28

  6

• Homework Grading MCP

  pickstar-2002

  A

  license

  B

  quality

  D

  maintenance

  Enables automated grading of student homework images using Qwen3-VL multimodal model, supporting multiple subjects and question types with detailed feedback and batch processing capabilities.

  Last updated 2025-12-04

  1

  80

  2

  MIT

• Frappe LMS MCP Server

  anggun-indra

  A

  license

  B

  quality

  C

  maintenance

  An MCP server that enables AI agents to manage a Frappe LMS instance, including creating courses, chapters, lessons, quizzes, enrollments, batches, and certificates.

  Last updated 2026-07-28

  39

  MIT

• QMYZ-MCP

  shibig666

  A

  license

  B

  quality

  D

  maintenance

  An MCP server for the Qingma Yizhan (青马易战) platform that provides automated quiz-answering capabilities. It enables users to retrieve course lists, fetch question details, and submit answers through a unified model context interface.

  Last updated 2025-06-16

  3

  2

  MIT

• Random Word By Api Ninjas

  BACH-AI-Tools

  A

  license

  B

  quality

  D

  maintenance

  Provides access to API Ninjas Random Word API to generate random words by type (noun, verb, adjective, adverb) for creative writing, games, and language learning applications.

  Last updated 2025-12-05

  1

  MIT

• Study Tools MCP

  francis-rf

  A

  license

  B

  quality

  C

  maintenance

  An AI-powered study assistant that generates quizzes, flashcards, summaries, and concept explanations from study materials using the Model Context Protocol.

  Last updated 2026-03-28

  6

  MIT
• 

  iQuesta MCP Serverofficial

  iQuesta

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to search for internship and apprenticeship offers in France via the iQuesta platform, with tools for filtering by keywords, region, discipline, and contract type.

  Last updated 2026-07-01

  MIT
• 

  Math Solver AI MCPofficial

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Math Solver AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  17

  MIT

• korean-secondary-learning-map

  raphysicst-create

  A

  license

  -

  quality

  B

  maintenance

  MCP server enabling AI to search and retrieve Korean secondary school (middle/high) 2022 revised curriculum learning graphs, including achievement standards, topics, prerequisites, and transitions, via 11 tools.

  Last updated 2026-07-29

  130

  8

  MIT

• Võro MCP Server

  Leo-Martin-Pala

  A

  license

  -

  quality

  A

  maintenance

  An MCP server for working with the Võro language: local dictionary and corpus lookup, GiellaLT-backed analysis/spellcheck/grammar tools, and Neurotõlge translation.

  Last updated 2026-07-10

  1

  MIT

• htb-mcp

  cativist

  A

  license

  -

  quality

  D

  maintenance

  Enables assistants to interact with Hack The Box by wrapping HTB API operations as MCP tools for querying and operating HTB resources.

  Last updated 2026-03-05

  1

  GPL 3.0

• NotebookLM MCP Server

  20Youssef10

  A

  license

  -

  quality

  D

  maintenance

  Enables AI agents to programmatically access Google NotebookLM through browser automation for managing notebooks, sources, and chat interactions. It supports automated content generation including audio overviews, study guides, and quizzes directly within AI workflows.

  Last updated 2026-03-17

  647

  MIT

• Vocab Voyage

  jaideepdhanoa

  A

  license

  -

  quality

  D

  maintenance

  Vocabulary tools for SAT, ISEE, SSAT, GRE, GMAT, LSAT, PSAT prep — Word of the Day, definitions, multiple-choice quizzes, course word lists, and 7-day study plan previews. 13 test-prep courses. Hosted MCP server with MCP Apps UI widgets. No install required. Optional scoped personal tokens.

  Last updated 2026-04-23

  MIT

• GDMU MCP Server

  S4saK1

  A

  license

  -

  quality

  A

  maintenance

  Bridges AI assistants with the Zhengfang V-9.0 educational system (CAS + MFA), offering 15 tools for course, grade, and academic management.

  Last updated 2026-08-02

  1

  MIT

• ntnu-mcp

  MartinSA04

  A

  license

  -

  quality

  A

  maintenance

  A read-only MCP server exposing NTNU course data to LLM assistants, enabling course catalog search, teaching schedules, weekly timetables, grade statistics, and course comparison tools.

  Last updated 2026-07-28

  1

  MIT

• Learning Assistant MCP Server

  Yasir-Khan-7

  A

  license

  -

  quality

  D

  maintenance

  Provides educational tools for developers to learn programming concepts, review code, get best practices, compare approaches, generate learning paths, debug, explain code, and quiz themselves.

  Last updated 2026-04-06

  MIT