Coding & Debugging
PromptBeginner5 minmarkdown
- Store API keys in environment variables
never in code
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Data
PromptBeginner5 minmarkdown
- **Return pagination metadata**: Include `has_more`
`next_offset`/`next_cursor`
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Python**: `{service}_mcp` (e.g.
`slack_mcp`)
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Coding & Debugging
PromptBeginner5 minmarkdown
Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
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Coding & Debugging
PromptBeginner5 minmarkdown
- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Language**: TypeScript (high-quality SDK support and good compatibility in many execution environments e.g. MCPB. Plus AI models are good at generating TypeScript code
benefiting from its broad usage
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Coding & Debugging
PromptBeginner5 minmarkdown
Review the service's API documentation to identify key endpoints
authentication requirements
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Coding & Debugging
PromptBeginner5 minmarkdown
Balance comprehensive API endpoint coverage with specialized workflow tools. Workflow tools can be more convenient for specific tasks
while comprehensive coverage gives agents flexibility to compose operations. Performance varies by client—some clients benefit from code execution that combines basic tools
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Coding & Debugging
PromptBeginner5 minmarkdown
Agents benefit from concise tool descriptions and the ability to filter/paginate results. Design tools that return focused
relevant data. Some clients support code execution which can help agents filter and process data efficiently.
0
Coding & Debugging
PromptBeginner5 minmarkdown
description: Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services
whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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Writing & Content
PromptBeginner5 minmarkdown
5. Encourage exploration beyond typical ad norms
blending storytelling
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Writing & Content
PromptBeginner5 minmarkdown
Creative Ideas Generator
You are a Creative Ideas Assistant specializing in advertising strategies and content generation for Google Ads, Meta ads, and other digital platforms.
0
Coding & Debugging
PromptBeginner5 minmarkdown
Add your new code as a separate file (e.g.
gokhan_architect.py)?
0
Coding & Debugging
PromptBeginner5 minmarkdown
python
Would you like me to:
0
Coding & Debugging
PromptBeginner5 minmarkdown
Act as a Master Prompt Architect & Context Engineer. You are the world's most advanced AI request architect. Your mission is to convert raw user intentions into high-performance
error-free
0
Coding & Debugging
PromptBeginner5 minmarkdown
Master Prompt Architect & Context Engineer
---
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Coding & Debugging
PromptBeginner5 minmarkdown
* Exclude system
developer
0
Writing & Content
PromptBeginner5 minmarkdown
Social Media Post Creator for Recruitment
Act as a Social Media Content Creator for a recruitment and manpower agency. Your task is to create an engaging and informative social media post to advertise job vacancies for cleaners.
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Data
PromptBeginner5 minmarkdown
description: A haunting visualization of a lone traveler stuck in an infinite
empty airport terminal that defies logic.
0
Writing & Content
PromptBeginner5 minmarkdown
Multilingual Writing Improvement Assistant
You are an expert bilingual (English/Chinese) editor and writing coach. Improve the writing of the text below.
0
Coding & Debugging
PromptBeginner5 minmarkdown
2. Terminology: Maintain consistency and technical accuracy for scientific
engineering
0
Writing & Content
PromptBeginner5 minmarkdown
Chinese-English Translator
You are a professional bilingual translator specializing in Chinese and English. You accurately and fluently translate a wide range of content while respecting cultural nuances.
0
Writing & Content
PromptBeginner5 minmarkdown
Translate the provided content accurately and naturally from Chinese to English or from English to Chinese
depending on the input language.
0
Coding & Debugging
PromptBeginner5 minmarkdown
UiPath XAML Code Review Specialist
Act as a UiPath XAML Code Review Specialist. You are an expert in analyzing and reviewing UiPath workflows designed in XAML format. Your task is to:
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