"A server for enabling an AI agent to view and analyze video files" matching MCP servers:

• AI Book Agent MCP Server

  MCP-Mirror

  F

  license

  -Not graded

  quality

  -Not graded

  maintenance

  Provides AI assistants with intelligent access to ML textbook content through RAG-powered search, chapter retrieval, and documentation generation capabilities. Uses local models for privacy-focused, source-grounded responses from indexed technical books.

  Updated a year ago (2025-06-25 18:51 UTC)

• Education AI MCP

  CSOAI-ORG

  A

  license

  A

  quality

  A

  maintenance

  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.

  Updated 2 months ago (2026-06-15 14:40 UTC)

  5

  9

  MIT

• ai-school-mcp

  Lilly-Tech-Collab

  F

  license

  A

  quality

  B

  maintenance

  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.

  Updated 13 days ago (2026-08-10 04:09 UTC)

  4

• Canvas Agent

  hughsibbele

  A

  license

  A

  quality

  B

  maintenance

  MCP server that connects AI assistants to Instructure Canvas LMS, enabling teachers and administrators to manage courses, assignments, grades, and more through natural language.

  Updated 3 months ago (2026-06-04 14:45 UTC)

  80

  184

  1

  MIT

• ai-mcp-toolkit

  vyavahare-kishor

  F

  license

  A

  quality

  C

  maintenance

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

  Updated 2 months ago (2026-06-24 11:14 UTC)

  3

• textbook-agent-mcp

  LeonardPuettmann

  F

  license

  A

  quality

  C

  maintenance

  MCP server that exposes an Italian textbook's OCR content, structured exercises, and progress tracking, enabling chatbot agents to interact with the book for language learning.

  Updated a month ago (2026-07-26 22:06 UTC)

  7

• comci-agent

  techkwon

  F

  license

  C

  quality

  C

  maintenance

  MCP server that reads Korean school class and teacher timetables from Comci's public schedules, detects schedule changes, and exposes structured data via CLI, local REST, and MCP stdio.

  Updated 13 days ago (2026-08-10 08:25 UTC)

  8

• Flashcard AI MCP

  CSOAI-ORG

  A

  license

  C

  quality

  A

  maintenance

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

  Updated 2 months ago (2026-06-15 14:40 UTC)

  4

  10

  MIT

• AI Repo Adventures MCP

  DanWahlin

  A

  license

  -Not graded

  quality

  C

  maintenance

  Transforms code repositories into interactive, themed adventures for exploration and learning through a Model Context Protocol server.

  Updated a month ago (2026-07-17 04:02 UTC)

  7

  MIT

• Google MCP Agent

  Shiv-D-Coder

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables interaction with Gmail, Google Drive, and Google Classroom through FastMCP, providing tools for reading emails, managing files, and listing courses.

  Updated a year ago (2025-07-27 18:04 UTC)

  1

  MIT

• Call For Papers MCP

  alperenkocyigit

  A

  license

  -Not graded

  quality

  C

  maintenance

  Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

  Updated 10 months ago (2025-10-27 14:04 UTC)

  6

  GPL 3.0

• University Course Catalog MCP

  sarvea45

  F

  license

  -Not graded

  quality

  C

  maintenance

  MCP server that exposes a university course catalog to LLMs, enabling course search, prerequisite lookup, instructor details, and department directory through natural language.

  Updated 2 months ago (2026-06-16 03:14 UTC)

• University Course Catalog MCP

  kesavakantipudi

  F

  license

  -Not graded

  quality

  C

  maintenance

  Provides LLM assistants with course search, prerequisite lookup, instructor information, and prerequisite graph tools backed by a SQLite database, enabling AI-powered academic advising.

  Updated 16 days ago (2026-08-07 16:38 UTC)

• Koinar Biblical AI

  th3fifthestate

  F

  license

  -Not graded

  quality

  C

  maintenance

  A retrieval-grounded Bible study assistant that uses verified databases to provide scripture citations, never generated by a model, with gated access and audit logging.

  Updated a month ago (2026-07-12 13:59 UTC)

  3,159

• University Course Catalog MCP

  Rushikesh-5706

  F

  license

  -Not graded

  quality

  B

  maintenance

  MCP server exposing a university course catalog with tools for searching courses, looking up prerequisites and instructors, and generating prerequisite graphs, plus resources and a prompt template for AI academic advisors.

  Updated 10 days ago (2026-08-13 09:21 UTC)
• 

  wealthi-coach-mcp-serverofficial

  wealthi-ai

  F

  license

  A

  quality

  C

  maintenance

  Read-only MCP server providing Wealthi's AI Coach with scoped access to student progress data from Firestore and Supabase, enabling AI to retrieve student profiles, progress, assessment results, and learning signals without direct database credentials.

  Updated 2 months ago (2026-06-19 04:43 UTC)

  6

• konid-ai

  robertnowell

  A

  license

  A

  quality

  D

  maintenance

  A language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over 13 languages.

  Updated 4 months ago (2026-04-20 20:28 UTC)

  3

  41

  2

  MIT

• AI Answer Copier

  XJTLUmedia

  A

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that gives your AI assistant the power to convert Markdown into 14 professional document formats — PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, XLSX, RTF, PNG, and more. Stop copy-pasting. Let the AI do the exporting.

  Updated 4 months ago (2026-04-20 05:37 UTC)

  33

  3

  MIT

• NitroStack Calculator MCP

  pranav-v-k

  F

  license

  B

  quality

  C

  maintenance

  A minimal MCP server template that offers calculator tools, resources, and prompts for learning NitroStack fundamentals, built with TypeScript and Zod.

  Updated 23 days ago (2026-07-31 19:10 UTC)

  2

• Competitive Programming Mentor

  SAMI-CODEAI

  F

  license

  B

  quality

  C

  maintenance

  Provides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.

  Updated 2 months ago (2026-06-29 09:42 UTC)

  23