ragieai/dynamic-fastmcp
Dynamic FastMCP extends the Model Context Protocol Python server with context-aware tools that adapt their behavior and descriptions based on user, tenant, and request context.
This is for developers building AI applications that need to offer tailored experiences to different users or groups. It helps create AI tools that automatically adjust their descriptions and how they work based on who is using them or what part of the application they're in. You give it information about the user, their request, or their tenant, and it produces an AI tool that behaves dynamically to fit that context. This is ideal for backend developers building multi-tenant AI services or personalized AI dashboards.
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Use this if you need to build AI tools where the available actions or their explanations change automatically depending on the specific user, client (tenant), or even the API endpoint being accessed.
Not ideal if you are building a simple, single-user AI application where all users see the same tools and functionalities.
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Language
Python
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Last pushed
Aug 26, 2025
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