MCP Learning Courses MCP Servers

Educational resources, tutorials, and crash courses for learning Model Context Protocol from foundational concepts to advanced implementation. Includes structured curricula, hands-on guides, and multi-module courses across various programming languages. Does NOT include production tools, specific MCP server implementations, or language-specific MCP frameworks/SDKs.

There are 55 mcp learning courses servers tracked. 1 score above 70 (verified tier). The highest-rated is microsoft/mcp-for-beginners at 73/100 with 15,320 stars. 1 of the top 10 are actively maintained.

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#	Server	Score	Tier	Stars	Language
1	microsoft/mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context...	73	Verified	15,320	Jupyter Notebook
2	emarco177/mcp-crash-course Hands-on crash course for the Model Context Protocol (MCP) with...	61	Established	142	Python
3	Dhi13man/oorep-mcp Model Context Protocol (MCP) server and client SDK that provides AI...	50	Established	1	TypeScript
4	posit-dev/mcptools Model Context Protocol For R	48	Emerging	160	R
5	kamranayub/pluralsight-course-mcp-in-practice Pluralsight Course: MCP in Practice	43	Emerging	3	C#
6	cyanheads/model-context-protocol-resources Exploring the Model Context Protocol (MCP) through practical guides,...	43	Emerging	270	—
7	mikechao/artic-mcp A Model Context Protocol (MCP) server that provides access to the Art...	43	Emerging	2	TypeScript
8	softchris/python-beginner-book A book for beginners, in an adventure format	39	Emerging	9	Python
9	MorDavid/BloodHound-MCP-AI BloodHound-MCP-AI is integration that connects BloodHound with AI through...	39	Emerging	341	Python
10	liaokongVFX/MCP-Chinese-Getting-Started-Guide Model Context Protocol(MCP) 编程极速入门	38	Emerging	3,369	—
11	oatpp/oatpp-mcp Anthropic’s Model Context Protocol implementation for Oat++	36	Emerging	49	C++
12	nisalgunawardhana/introduction-to-mcp This repository serves as a comprehensive guide to understanding and...	36	Emerging	2	—
13	spewp/mcp-smart-notes Prototype Model Context Protocol (MCP) note-taking system with intelligent...	32	Emerging	3	Python
14	CarlosIbCu/mcp-tutorial-complete-guide Comprehensive guide for building AI tools using Model Context Protocol...	31	Emerging	6	Jupyter Notebook
15	nolleh/kickstart-mcp 🚀 Kickstart-mcp is tutorial for using mcp, making your own mcp...	29	Experimental	2	Python
16	theronic/modex Modex is a Clojure MCP Library to augment your AI models with Tools,...	29	Experimental	110	Clojure
17	conorluddy/ContextPods Model Context Protocol management suite/factory. An MCP that can generate...	27	Experimental	39	TypeScript
18	2shin0/mcp-agent-materials 📚 Materials for a data analysis agent using YouTube MCP	24	Experimental	1	Jupyter Notebook
19	eljefedelrodeodeljefe/inventree-mcp-plugin MCP (Model Context Protocol) server plugin for InvenTree — exposes inventory...	24	Experimental	3	Python
20	jakeyShakey/model_context_protocol_training A Slidev presentation and developer guide to the Model Context Protocol...	24	Experimental	3	—
21	ypollak2/mcp-handbook The practical MCP handbook with production guides, runnable examples, and...	23	Experimental	1	TypeScript
22	shashipk/mcp_explained Learn MCP (Model Context Protocol) through working Python code — what it is,...	23	Experimental	2	Python
23	cloudstreet-dev/MCP-Model-Context-Protocol A developer's guide to the Model Context Protocol — the open standard...	23	Experimental	2	—
24	Juan692z/MCP-Build-Rich-Context-AI-Apps-with-Anthropic Curso de MCP de Deep Learning IA en colaboración con Anthopic	22	Experimental	1	Jupyter Notebook
25	bhuvan-raj/mcp-from-scratch A complete hands-on guide to mastering Model Context Protocol (MCP) from...	22	Experimental	1	—
26	0x-Crisbanks/mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context...	22	Experimental	3	Jupyter Notebook
27	florinadungureanu-euenterprise/mcp-connect-amsterdam-notes Notes from MCP Connect Amsterdam (March 2026) exploring the Model Context...	22	Experimental	—	—
28	g4-api/g4-base-mcp Minimal, extensible Model Context Protocol (MCP) server implementations...	21	Experimental	—	Python
29	AhmedKhalil777/NeuroMCP NeuroMCP (Neural Model Context Protocol) is a collection of specialized...	21	Experimental	—	C#
30	mergedao/docs mcp协议 - 中文版	19	Experimental	3	MDX
31	genaiunplugged14/mcp-masterclass Complete code repository for the (Model Context Protocol ) MCP Masterclass. ...	19	Experimental	—	Python
32	samisqscore/mcap-protocol Mainframe Context Aware Protocol (MCAP) for AI - Driven Legacy Modernization	18	Experimental	1	COBOL
33	mabualzait/MicroMCP Micro‑MCP is a novel architecture pattern for the Model Context Protocol...	18	Experimental	1	TeX
34	kaianuar/mcp-server-guide A comprehensive guide and example implementations for building Model Context...	18	Experimental	1	—
35	DavidLMS/pycones2025 Diapositivas de la charla "Prototipando la educación post‑IA con Python y...	18	Experimental	1	CSS
36	Danish158br/Mcp-course 💯 Complete Model Context Protocol (MCP) Course in Roman Urdu. Learn MCP from...	18	Experimental	1	HTML
37	DazzleML/MCP-Server-Tutorial A detailed hands-on tutorial for learning Model Context Protocol (MCP)...	18	Experimental	1	Python
38	AbhijitKumarJ/MCP-Learnings MCP tutorials and content	15	Experimental	—	HTML
39	nirendra10695/moqui-mcp Model Context Protocol (MCP) server enabling AI and LLM integration with the...	14	Experimental	1	Groovy
40	mesopelagique/MCP 4D implementation of the Model Context Protocol (MCP) client library.	14	Experimental	1	4D
41	mohamed-elkholy95/mcp-project Educational from-scratch implementation of Anthropic's Model Context...	14	Experimental	—	Python
42	achappey/aihappey-mcp MCP backend implementing the Model Context Protocol to expose resources,...	14	Experimental	—	C#
43	HemaKumar0077/Model-Context-Protocol-MCP- Definitive Guide on MCP. The Model Context Protocol (MCP) is an open-source,...	14	Experimental	1	—
44	Decoding-Data-Science/mcp-movies-database-workshop A comprehensive Model Context Protocol (MCP) demonstration project...	13	Experimental	—	Python
45	PajaritoMoyqi/_udemy-MCP-MCP_masterclass_complete_guide_to_MCP_in_Python MCP masterclass	13	Experimental	—	Python
46	RicardoFreitasAraujo/mcp-masterclass MCP Masterclass: Complete Guide to MCP in Python [2025] - link: ...	13	Experimental	—	Python
47	Tommy2Face/mcp-starter-kit Learning docs for building MCP servers — basics, implementation guide, and...	13	Experimental	—	—
48	ShathisKannan19/mcp-notebooks This repo contains example notebooks and MCP samples created while learning...	13	Experimental	—	Jupyter Notebook
49	SyedAanif/model-context-protocol Learn about Model Context Protocol(MCP)	12	Experimental	1	Python
50	MrItzreal/mcp-course This repository contains my personal notes and code from a crash course on...	12	Experimental	4	JavaScript
51	xp-forge/mcp Model Context Protocol	11	Experimental	—	PHP
52	kelvinleandro/mcp-anthropic-course Jupyter notebooks from the DeepLearning.AI course “MCP: Build Rich-Context...	11	Experimental	—	Jupyter Notebook
53	opestro/mcp-web-101 An interactive web tutorial for learning how to build MCP (Model Context...	11	Experimental	3	EJS
54	HeetVekariya/MCPHackathon GitHub repository for Unstructured MCP Hackathon.	11	Experimental	3	Jupyter Notebook
55	rb58853/mcp-utils Centralized index that groups together a series of projects related to the...	10	Experimental	1	—

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