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c556f07a66* Archive v3 docs under /v3 and publish v4 as the primary version * Label primary docs version v4.0.0 (alpha 1) * Add What's New in v4 page; fix upgrade-guide phrasing; point banner at What's New * Rewrite What's New around v4's new capabilities, not the sampling deprecation * Lead What's New with the SDK v2 engine swap and the SEPs it brings * State ships now (link Session State); tasks arrive next alpha * Exclude docs/v3 frozen snapshots from doc-example import validation
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---
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title: 'Community Showcase'
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description: 'High-quality projects and examples from the FastMCP community'
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icon: 'users'
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---
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import { YouTubeEmbed } from '/snippets/youtube-embed.mdx'
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## Join the Community
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<Card title="FastMCP Discord" icon="discord" href="https://discord.gg/uu8dJCgttd">
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Connect with other FastMCP developers, share your projects, and discuss ideas.
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</Card>
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## Featured Projects
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Discover exemplary MCP servers and implementations created by our community. These projects demonstrate best practices and innovative uses of FastMCP.
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### Learning Resources
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<Card title="MCP Dummy Server" icon="graduation-cap" href="https://github.com/WaiYanNyeinNaing/mcp-dummy-server">
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A comprehensive educational example demonstrating FastMCP best practices with professional dual-transport server implementation, interactive test client, and detailed documentation.
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</Card>
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#### Video Tutorials
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**Build Remote MCP Servers w/ Python & FastMCP** - Claude Integrations Tutorial by Greg + Code
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<YouTubeEmbed
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videoId="bOYkbXP-GGo"
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title="Build Remote MCP Servers w/ Python & FastMCP"
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/>
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**FastMCP — the best way to build an MCP server with Python** - Tutorial by ZazenCodes
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<YouTubeEmbed
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videoId="rnljvmHorQw"
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title="FastMCP — the best way to build an MCP server with Python"
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/>
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**Speedrun a MCP server for Claude Desktop (fastmcp)** - Tutorial by Nate from Prefect
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<YouTubeEmbed
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videoId="67ZwpkUEtSI"
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title="Speedrun a MCP server for Claude Desktop (fastmcp)"
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/>
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### Community Examples
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Have you built something interesting with FastMCP? We'd love to feature high-quality examples here! Start a [discussion on GitHub](https://github.com/PrefectHQ/fastmcp/discussions) to share your project.
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## Contributing
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To get your project featured:
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1. Ensure your project demonstrates best practices
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2. Include comprehensive documentation
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3. Add clear usage examples
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4. Open a discussion in our [GitHub Discussions](https://github.com/PrefectHQ/fastmcp/discussions)
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We review submissions regularly and feature projects that provide value to the FastMCP community.
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## Further Reading
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- [Contrib Modules](/patterns/contrib) - Community-contributed modules that are distributed with FastMCP itself |