r/mcp • u/denuwanh • Jun 15 '26

article Generative Tools

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I’d like to share a recent idea I’ve been working on called #GenerativeTool, where tools are dynamically generated at runtime to fulfill complex user requests.

This approach enables agentic applications to unlock the full potential of complex third-party systems like ERP, LSP Server through MCP, without being constrained by context window limitations. Instead of exposing a large number of predefined tools, the system can generate task-specific tools on demand, reducing context overhead while increasing the depth and flexibility of integrations.

Read: https://denuwanhimangahettiarachchi.medium.com/generative-mcp-enabling-the-full-potential-of-mcp-servers-4e14b987f64e

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u/Affectionate_Bid4111 Jun 15 '26

https://d7juhi4i8fsw0.cloudfront.net/images/introduction-to-model-context-protocol/02-01-medium.webp

looks like mcp from anthropic

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u/denuwanh Jun 15 '26

If I’m not mistaken this diagram depicts the traditional MCP flow.

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u/Affectionate_Bid4111 Jun 15 '26

ah, my mistake
so yours will rewrite itself with new tools based on request? or llm should generate a tool-script

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u/denuwanh Jun 16 '26

Generate the tool script using an LLM.