"Resources for Learning Web Scraping" matching MCP servers:

• Documentation Retrieval & Web

  AIwithhassan

  F

  license

  A

  quality

  D

  maintenance

  Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.

  Last updated 2025-10-06

  1

  1

• Robot Resources Scraper

  robot-resources

  A

  license

  B

  quality

  F

  maintenance

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-04-28

  2

  24

  1

  MIT

• MCP Learning

  sadjad-chrono

  A

  license

  B

  quality

  D

  maintenance

  A learning-focused MCP server that demonstrates how to build arithmetic tools for AI assistants, currently featuring addition functionality with structured input/output.

  Last updated 2025-12-01

  1

  1

  MIT

• AWS Resources MCP Server

  baryhuang

  A

  license

  B

  quality

  F

  maintenance

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

  A

  license

  -

  quality

  F

  maintenance

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-04-28

  21

  1

  MIT

• a11y-learning-guide

  burnworks

  A

  license

  -

  quality

  D

  maintenance

  Guides users to official WCAG and W3C resources for learning web accessibility, without providing its own explanations.

  Last updated 2025-11-28

  2

  MIT

• Learning Hub

  genyk1p

  F

  license

  -

  quality

  C

  maintenance

  AI learning assistant for families. Manages game time rewards based on school grades, homework, and bonus tasks. Syncs with EduPage/PRONOTE. 78 MCP tools with instruction workflows.

  Last updated 2026-03-14

  1

• MCP Server Learning

  xstraven

  F

  license

  A

  quality

  D

  maintenance

  Enables educational and learning tasks including flashcard generation with Anki integration, Zotero library management, Obsidian vault interaction, and mathematical expression verification with LaTeX support.

  Last updated 2026-03-18

  8

• Learning Hour MCP

  SDiamante13

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.

  Last updated 2025-06-24

  8

  8

  6

  MIT

• FastMCP Documentation & Web

  jcdumlao14

  F

  license

  B

  quality

  D

  maintenance

  Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

  Last updated 2025-12-21

  3

• MCP Self-Learning Server

  saralegui-solutions

  F

  license

  C

  quality

  -

  maintenance

  Enables autonomous learning from interactions through pattern recognition and machine learning techniques. Continuously improves performance by analyzing tool usage, providing predictive suggestions, and sharing knowledge across MCP servers.

  Last updated 2025-08-30

  8

  2
• 

  thunderbit-web-scraping-mcpofficial

  thunderbit-com

  A

  license

  -

  quality

  B

  maintenance

  Thunderbit MCP lets AI agents search, scrape, and extract structured data from any website.

  Last updated 2026-05-28

  13

  MIT

• Awesome MCP Learning

  monirul8888

  A

  license

  -

  quality

  B

  maintenance

  A beginner-friendly repository for learning the Model Context Protocol (MCP) using FastMCP and uv, providing step-by-step setup and development workflow.

  Last updated 2026-06-14

  MIT

• Learning Assistant MCP Server

  Yasir-Khan-7

  A

  license

  -

  quality

  -

  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

• Self-Learning MCP

  ByronAP

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to learn from their work by recording tasks, extracting patterns, detecting mistakes, and proactively surfacing insights, all using the agent's own model through a cooperative intelligence pattern.

  Last updated 2026-06-20

  MIT

• Obsidian Learning Extension

  Code-Logiic

  A

  license

  -

  quality

  D

  maintenance

  Extends the official Obsidian MCP server with intelligent learning and second-brain features, including AI-generated challenges, progress analytics, spaced repetition, and knowledge gap analysis.

  Last updated 2025-11-13

  MIT

• learning-assistant-mcp

  wysernils04

  A

  license

  -

  quality

  B

  maintenance

  A spaced-repetition study scheduler that syncs with Obsidian notes and uses SBB commute data to optimize study slots.

  Last updated 2026-06-13

  MIT

• MCP Learning Project

  vishutorvi

  F

  license

  -

  quality

  D

  maintenance

  A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

  Last updated 2025-07-27

• Learning Path Generator MCP

  GladwinTM

  F

  license

  -

  quality

  D

  maintenance

  Generates personalized learning paths by integrating with YouTube, Google Drive, and Notion to create comprehensive learning experiences based on user goals.

  Last updated 2025-07-25

• Interleaved Learning MCP

  sheikhcoders

  F

  license

  -

  quality

  D

  maintenance

  Implements cognitive science-backed interleaved learning techniques to create study plans, generate mixed-topic quizzes, manage flashcard decks, and track learning progress for optimal knowledge retention.

  Last updated 2025-12-05

  1