Explore/framework/mcp-for-beginners
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This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

frameworkJupyter NotebookMIT
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Refreshed 2h ago
OverviewActivity52wAlternativesDocs
Stars17.1k
Forks5.6k
HF Downloads30d
Last commit3d ago
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Project healthActiveLast commit 3d ago.
Production readinessMVP-readySuitable for non-critical production use.
Risk notesMITVerify license before production use.
AgentHub Score
87 / 100
Composite score from 6 signals. How we score →
Active project
87Score
Growth
98A+
Activity
90A
Documentation
70C+
Maturity
94A+
Community
95A+
Production
58C
GitHub stars · 34 days observed17.1k +1.54% / 30d
snapshots
Repository activity · 34 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-08-30
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
LanguageJupyter Notebook
LicenseMIT
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

87
Score 87/100
Top performer

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