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Thoughtful MCP Server Design

mbsamuel.substack.com · published 24 July 2025

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https://www.pulsemcp.com/

pulsemcp.com

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substackcdn.com

https://context7.com/

context7.com

https://docs.financialdatasets.ai/mcp-server

docs.financialdatasets.ai

https://github.com/invest-composer/composer-trade-mcp

github.com

https://substackcdn.com/image/fetch/$s_!-MwD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F89382c85-ad1f-4280-b9a5-bbf8367e6bfe_1598x1232.png

substackcdn.com

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substackcdn.com

https://github.com/modelcontextprotocol/servers/tree/HEAD/src/sequentialthinking

github.com

https://arxiv.org/abs/2201.11903

arxiv.org

https://substackcdn.com/image/fetch/$s_!b-2M!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7c3b37d0-06a8-42d7-a349-c3895f7d8d06_549x312.png

substackcdn.com

https://arxiv.org/pdf/2201.11903

arxiv.org

https://arxiv.org/abs/2205.11916

arxiv.org

https://substackcdn.com/image/fetch/$s_!0315!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd553396b-308c-43b6-a24f-c5cb1b1be9f0_737x392.png

substackcdn.com

https://arxiv.org/pdf/2205.11916

arxiv.org

Learning to reason with LLMs Read at the source ↗

openai.com

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Keep costs low & accuracy high Read at the source ↗

platform.openai.com

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substackcdn.com

https://x.com/chu_onthis/status/1926109097931251933

x.com

https://engineering.block.xyz/blog/blocks-playbook-for-designing-mcp-servers

engineering.block.xyz

https://useai.substack.com/p/mcp-tool-design-from-apis-to-ai-first

useai.substack.com

https://www.notion.com/blog/notions-hosted-mcp-server-an-inside-look

notion.com