MCP for Beginners
Open-source curriculum from Microsoft introducing the fundamentals of Model Context Protocol. 16,087 GitHub stars and 100 commits on main in the last 30 days.
“Open-source curriculum from Microsoft introducing the fundamentals of Model Context Protocol. 16,087 stars and 100 commits on main in the last 30 days.”
INSTALL THIS SERVER
{
"mcpServers": {}
}
{
"mcpServers": {}
}
{
"mcpServers": {}
}
{
"mcpServers": {}
}
{
"mcpServers": {}
}
4 TOOLS AVAILABLE
OUR ASSESSMENT
- Microsoft official maintenance.
- 16,087 GitHub stars.
- 100 commits on main in the last 30 days.
- MIT license.
- Five language tracks (Python, TypeScript, C#, Java, Go).
- Hands-on exercises with solutions.
- Curriculum scope; not a runtime MCP server.
- Lesson cadence depends on Microsoft Educators team; expect periodic gaps.
- Examples may favour Microsoft ecosystem patterns.
No authentication. Educational content carries no runtime security risk; lesson examples should be reviewed before deploying patterns verbatim to production.
Engineers new to MCP who want a structured curriculum; teams onboarding to MCP across multiple languages; bootcamp instructors building MCP modules.
TECHNICAL DETAILS
ADOPTION METRICS
// Reading this16,087 stars on microsoft/mcp-for-beginners. 100 commits on main in the last 30 days.
// Reading thisPairs with MCP Spec, FastMCP, MCP Go SDK, MCP Inspector, MCP Registry, Microsoft Skills MCP as the foundational MCP learning and tooling layer.
SOURCES & VERIFICATION
We don't take any single directory's word for it. Before scoring, we cross-reference 5 public MCP sources, install the server ourselves against the clients we cover, and record when we last re-verified.
The same server, 5 different lenses. We reconcile these signals into our editorial score, which is why our number sometimes diverges from a directory-aggregate star count.
| Source | Their rating | Their star count | Their downloads | Last synced |
|---|---|---|---|---|
| AutomationSwitch This page | 4.6editorial | 16,087 | — | MAY 12, 2026 |
| PulseMCP | — unrated | unavailable | unavailable | MAY 12, 2026 |
| MCP.so | — unrated | unavailable | unavailable | MAY 12, 2026 |
| Glama | — unrated | unavailable | unavailable | MAY 12, 2026 |
| Smithery | — unrated | unavailable | unavailable | MAY 12, 2026 |
| Official MCP Registry | — unrated | unavailable | unavailable | MAY 12, 2026 |
// Counts are directory-reported; we don't adjust them. Discrepancies usually come from different snapshot times or star-caching.
OTHER DEV TOOLS MCP SERVERS
GitHub
Official GitHub MCP server. 29,469 stars, MIT, 33 commits on main in the last 30 days. Repo, issue, PR, action, and code search tools backed by the GitHub REST + GraphQL APIs.
Playwright
Official Microsoft Playwright MCP server. Browser automation tools (navigate, click, fill, screenshot, evaluate JS, network capture) backed by Playwright. 31,942 stars, 35 commits/30d, Apache-2.0.
FastMCP (Python)
The fast, Pythonic way to build MCP servers and clients. Maintained by PrefectHQ. 25,133 GitHub stars and 92 commits on main in the last 30 days. The dominant Python MCP framework.
Repomix
Pack the entire repository into a single AI-friendly file. Optimised context for feeding codebases to Claude, ChatGPT, Gemini, and others. 24,515 GitHub stars and 100 commits on main in the last 30 days.
Serena
Powerful MCP toolkit for coding. Provides semantic retrieval and editing capabilities, positioned as the IDE for the agent. 23,971 GitHub stars and 100 commits on main in the last 30 days.
MCP Python SDK
The official Python SDK for Model Context Protocol servers and clients. Maintained by the Model Context Protocol project. 22,984 GitHub stars and 5 commits on main in the last 30 days.
DISCUSS YOUR
MCP REQUIREMENTS.
Evaluating a server, scoping an internal deployment, or working out whether MCP is the right fit at all. Start the conversation and we will point you at the right piece of the ecosystem.