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 48 mcp learning courses servers tracked. 1 score above 70 (verified tier). The highest-rated is microsoft/mcp-for-beginners at 76/100 with 15,320 stars. 1 of the top 10 are actively maintained.

Get all 48 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=mcp-learning-courses&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Server	Score	Tier	Stars	Language
1	microsoft/mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context...	76	Verified	15,320	Jupyter Notebook
2	emarco177/mcp-crash-course Hands-on crash course for the Model Context Protocol (MCP) with...	54	Established	142	Python
3	posit-dev/mcptools Model Context Protocol For R	44	Emerging	160	R
4	liaokongVFX/MCP-Chinese-Getting-Started-Guide Model Context Protocol(MCP) 编程极速入门	38	Emerging	3,369	—
5	mikechao/artic-mcp A Model Context Protocol (MCP) server that provides access to the Art...	38	Emerging	2	TypeScript
6	kamranayub/pluralsight-course-mcp-in-practice Pluralsight Course: MCP in Practice	37	Emerging	3	C#
7	cyanheads/model-context-protocol-resources Exploring the Model Context Protocol (MCP) through practical guides,...	36	Emerging	270	—
8	MorDavid/BloodHound-MCP-AI BloodHound-MCP-AI is integration that connects BloodHound with AI through...	32	Emerging	341	Python
9	Dhi13man/oorep-mcp Model Context Protocol (MCP) server and client SDK that provides AI...	32	Emerging	1	TypeScript
10	softchris/python-beginner-book A book for beginners, in an adventure format	32	Emerging	9	Python
11	nisalgunawardhana/introduction-to-mcp This repository serves as a comprehensive guide to understanding and...	30	Emerging	2	—
12	oatpp/oatpp-mcp Anthropic’s Model Context Protocol implementation for Oat++	29	Experimental	49	C++
13	spewp/mcp-smart-notes Prototype Model Context Protocol (MCP) note-taking system with intelligent...	26	Experimental	3	Python
14	nolleh/kickstart-mcp 🚀 Kickstart-mcp is tutorial for using mcp, making your own mcp...	26	Experimental	2	Python
15	CarlosIbCu/mcp-tutorial-complete-guide Comprehensive guide for building AI tools using Model Context Protocol...	25	Experimental	6	Jupyter Notebook
16	theronic/modex Modex is a Clojure MCP Library to augment your AI models with Tools,...	24	Experimental	110	Clojure
17	ypollak2/mcp-handbook The practical MCP handbook with production guides, runnable examples, and...	23	Experimental	1	TypeScript
18	eljefedelrodeodeljefe/inventree-mcp-plugin MCP (Model Context Protocol) server plugin for InvenTree — exposes inventory...	22	Experimental	3	Python
19	florinadungureanu-euenterprise/mcp-connect-amsterdam-notes Notes from MCP Connect Amsterdam (March 2026) exploring the Model Context...	22	Experimental	—	—
20	cloudstreet-dev/MCP-Model-Context-Protocol A developer's guide to the Model Context Protocol — the open standard...	21	Experimental	2	—
21	conorluddy/ContextPods Model Context Protocol management suite/factory. An MCP that can generate...	21	Experimental	39	TypeScript
22	shashipk/mcp_explained Learn MCP (Model Context Protocol) through working Python code — what it is,...	21	Experimental	2	Python
23	2shin0/mcp-agent-materials 📚 Materials for a data analysis agent using YouTube MCP	20	Experimental	1	Jupyter Notebook
24	bhuvan-raj/mcp-from-scratch A complete hands-on guide to mastering Model Context Protocol (MCP) from...	20	Experimental	1	—
25	AhmedKhalil777/NeuroMCP NeuroMCP (Neural Model Context Protocol) is a collection of specialized...	19	Experimental	—	C#
26	g4-api/g4-base-mcp Minimal, extensible Model Context Protocol (MCP) server implementations...	19	Experimental	—	Python
27	0x-Crisbanks/mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context...	18	Experimental	3	Jupyter Notebook
28	jakeyShakey/model_context_protocol_training A Slidev presentation and developer guide to the Model Context Protocol...	18	Experimental	3	—
29	genaiunplugged14/mcp-masterclass Complete code repository for the (Model Context Protocol ) MCP Masterclass. ...	17	Experimental	—	Python
30	DavidLMS/pycones2025 Diapositivas de la charla "Prototipando la educación post‑IA con Python y...	16	Experimental	1	CSS
31	Juan692z/MCP-Build-Rich-Context-AI-Apps-with-Anthropic Curso de MCP de Deep Learning IA en colaboración con Anthopic	16	Experimental	1	Jupyter Notebook
32	mohamed-elkholy95/mcp-project Educational from-scratch implementation of Anthropic's Model Context...	14	Experimental	—	Python
33	achappey/aihappey-mcp MCP backend implementing the Model Context Protocol to expose resources,...	14	Experimental	—	C#
34	AbhijitKumarJ/MCP-Learnings MCP tutorials and content	13	Experimental	—	HTML
35	nirendra10695/moqui-mcp Model Context Protocol (MCP) server enabling AI and LLM integration with the...	12	Experimental	1	Groovy
36	mergedao/docs mcp协议 - 中文版	12	Experimental	3	MDX
37	samisqscore/mcap-protocol Mainframe Context Aware Protocol (MCAP) for AI - Driven Legacy Modernization	12	Experimental	1	COBOL
38	mabualzait/MicroMCP Micro‑MCP is a novel architecture pattern for the Model Context Protocol...	12	Experimental	1	TeX
39	DazzleML/MCP-Server-Tutorial A detailed hands-on tutorial for learning Model Context Protocol (MCP)...	12	Experimental	1	Python
40	Danish158br/Mcp-course 💯 Complete Model Context Protocol (MCP) Course in Roman Urdu. Learn MCP from...	12	Experimental	1	HTML
41	kaianuar/mcp-server-guide A comprehensive guide and example implementations for building Model Context...	12	Experimental	1	—
42	mesopelagique/MCP 4D implementation of the Model Context Protocol (MCP) client library.	12	Experimental	1	4D
43	Tommy2Face/mcp-starter-kit Learning docs for building MCP servers — basics, implementation guide, and...	11	Experimental	—	—
44	RicardoFreitasAraujo/mcp-masterclass MCP Masterclass: Complete Guide to MCP in Python [2025] - link: ...	11	Experimental	—	Python
45	PajaritoMoyqi/_udemy-MCP-MCP_masterclass_complete_guide_to_MCP_in_Python MCP masterclass	11	Experimental	—	Python
46	Decoding-Data-Science/mcp-movies-database-workshop A comprehensive Model Context Protocol (MCP) demonstration project...	11	Experimental	—	Python
47	xp-forge/mcp Model Context Protocol	11	Experimental	—	PHP
48	ShathisKannan19/mcp-notebooks This repo contains example notebooks and MCP samples created while learning...	11	Experimental	—	Jupyter Notebook

Comparisons in this category