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thinkinaixyz avatar

Mcp Builder

thinkinaixyz/deepchat

This is a comprehensive guide for building MCP servers that actually work well with LLMs.

GitHub stars
6K
last updated
Jun 11, 2026
View on GitHubSave

Install

$ npx -y skills add thinkinaixyz/deepchat --skill mcp-builder --agent claude-code

Installs into .claude/skills of the current project.

Sponsors

CodeRabbitSponsoredTry For FreeLid closed, agents workingTry itOpen StepsSponsoredDownload for freeAppSignalSponsoredStart Free TrialKeep API keys from agentsGet SnugBlock apps on your iPhoneGet WaxDevtools for design engineersTry it livebelt - the only tool your agent needsSponsoredone prompt install

What it does

It walks you through research, implementation, testing, and creating evaluations with 10 complex questions to verify your server works. The opinionated take is useful: prioritize comprehensive API coverage over workflow shortcuts, use TypeScript with streamable HTTP for remote servers, and include structured outputs with clear error messages. The four phase structure keeps you from jumping straight to code before understanding the API you're wrapping. Most valuable are the specific patterns for tool design, the evaluation framework requiring realistic multi-step questions, and links to MCP protocol docs and SDK references you'll actually need while building.

Files

Select a file.

Details

Repository
github.com/thinkinaixyz/deepchat
Categories
Documentation, Code Review & Quality, AI & Agent Building, Python
License
Apache-2.0
First seen
Jun 11, 2026

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  • Deepchat Data Import
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  • Doc Coauthoring
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