"A system for retrieving medical knowledge, especially in medical imaging, and generating reports" matching MCP servers:

• ftc-knowledge-server

  david-constantinescu

  F

  license

  -

  quality

  B

  maintenance

  Remote MCP server for FTC & Pedro Pathing research, providing tools to search technical notes, code templates, and verified team examples to assist AI agents in code generation and robotics development.

  Last updated 2026-06-13

• Knowledge Graph MCP Server

  zcsabbagh

  A

  license

  B

  quality

  D

  maintenance

  An MCP server for tracking student learning via a knowledge graph, with spaced repetition scheduling and intelligent queries to identify gaps, misconceptions, and optimal next steps.

  Last updated 2025-12-30

  7

  1

  MIT

• Call For Papers MCP

  alperenkocyigit

  A

  license

  -

  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.

  Last updated 2025-10-27

  6

  GPL 3.0

• MCP Servers in Python

  Rwanbt

  F

  license

  -

  quality

  C

  maintenance

  Exposes a small catalog of programming study topics through the Model Context Protocol (MCP) for local learning.

  Last updated 2026-07-16

• zju-mcp

  EviterLesRoses2

  F

  license

  A

  quality

  C

  maintenance

  Enables interaction with Zhejiang University's learning platform (学在浙大 / 智云课堂) via MCP tools, allowing natural language commands to check todos, view schedules, fetch lecture transcripts, and submit homework.

  Last updated 2026-07-01

  7

  2

• HDU Academic System MCP Server

  ZztIsolation

  -

  license

  C

  quality

  -

  maintenance

  Enables AI assistants to interact with Hangzhou Dianzi University's academic system through automatic login and course schedule retrieval. Supports secure authentication and structured academic data access for HDU students.

  Last updated 2025-09-13

  2

• MedAdapt Content Server

  ryoureddy

  A

  license

  -

  quality

  D

  maintenance

  A specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.

  Last updated 2025-03-28

  7

  MIT

• Canvas MCP

  a-ariff

  A

  license

  -

  quality

  D

  maintenance

  A local MCP server for Canvas LMS that enables querying courses, assignments, grades, modules, and more from any MCP-compatible AI client.

  Last updated 2026-02-20

  6

  MIT

• twexam-mcp

  pass-and-prosper

  A

  license

  -

  quality

  B

  maintenance

  A server for querying, practicing, and analyzing exam questions from Taiwan's national examinations, offering 20 tools including search, statute lookup, weak topic review, and readiness assessment.

  Last updated 2026-06-15

  MIT

• Canvas MCP - College and High

  aryankeluskar

  A

  license

  -

  quality

  D

  maintenance

  A set of tools enabling AI agents to interact with Canvas LMS, allowing users to find relevant resources, get course information, and navigate modules through natural language queries.

  Last updated 2026-03-11

  6

  11

  ISC

• YouTube Knowledge Base

  unisone

  A

  license

  -

  quality

  -

  maintenance

  Enables semantic search across thousands of indexed educational YouTube videos covering topics like engineering, marketing, and strategy. It allows users to query insights from top creators directly through Claude Code using the Model Context Protocol.

  Last updated 2026-01-27

• University Course Catalog MCP

  sarvea45

  F

  license

  -

  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.

  Last updated 2026-06-16

• Meducate MCP

  JoshNuku

  F

  license

  -

  quality

  D

  maintenance

  A self-aware, AI-powered MCP server that acts as a personal medical education assistant for African students, understanding natural language and autonomously managing reminders, data bundles, and medical knowledge retrieval.

  Last updated 2025-11-11

  1

• University Course Catalog MCP

  chandrabhanu18

  F

  license

  -

  quality

  C

  maintenance

  Provides intelligent access to a university course catalog with full-text search, prerequisite tracking, instructor lookups, and course comparison prompts.

  Last updated 2026-07-11

• Obsidian MCP Learning System

  dhruvvenkat

  F

  license

  -

  quality

  D

  maintenance

  A local MCP server that transforms an Obsidian vault into a structured learning interface through tools for concept extraction and gap analysis. It enables AI agents to generate study plans and align note-taking with implementation projects for a more cohesive learning workflow.

  Last updated 2026-03-26

• AI Tutoring RAG System

  Chukwuebuka-2003

  F

  license

  -

  quality

  -

  maintenance

  Enables personalized AI tutoring by allowing students to upload PDF/DOCX study materials that are processed and indexed for semantic search. Provides intelligent responses based on the student's own learning materials using RAG technology.

  Last updated 2025-10-31

• rootcause-mcp

  u9401066

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to perform structured root cause analysis from clinical incidents and construct learner-ready lesson plans for medical education.

  Last updated 2026-04-09

  21

  Apache 2.0

• 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.

  Last updated 2026-06-29

  23
• 

  Nobra Calculator MCP Serverofficial

  Nobrega-Medtech

  F

  license

  -

  quality

  D

  maintenance

  Provides over 300 medical calculator tools for AI assistants, supporting evidence-based medicine through modular API endpoints.

  Last updated 2025-08-17

  3

• Mi'kmaq Dictionary MCP Server

  Traves-Theberge

  F

  license

  -

  quality

  D

  maintenance

  Enables bidirectional lookup of Mi'kmaq and English words with definitions and examples, and provides tools for learning and dictionary statistics, integrating seamlessly with AI-powered IDEs.

  Last updated 2025-08-18

  1