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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General
PromptBeginner5 minmarkdown
- **Transport**: Streamable HTTP for remote servers
using stateless JSON (simpler to scale and maintain
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General
PromptBeginner5 minmarkdown
- Tool
resource
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General
PromptBeginner5 minmarkdown
Then fetch specific pages with `.md` suffix for markdown format (e.g.
`https://modelcontextprotocol.io/specification/draft.md`).
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General
PromptBeginner5 minmarkdown
- Transport mechanisms (streamable HTTP
stdio)
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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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General
PromptBeginner5 minmarkdown
Clear
descriptive tool names help agents find the right tools quickly. Use consistent prefixes (e.g.
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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.
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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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General
PromptBeginner5 minmarkdown
,FALSE,TEXT,[email protected]
[email protected]
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General
PromptBeginner5 minmarkdown
MCP Builder
---
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General
PromptBeginner5 minmarkdown
- Execution: Short-form vertical video
jump cuts synced to upbeat audio.
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General
PromptBeginner5 minmarkdown
- Platforms: Meta Reels
Google Shorts variant.
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General
PromptBeginner5 minmarkdown
- Tone: Energizing
modern.
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General
PromptBeginner5 minmarkdown
- When uncertain
ask clarifying questions before finalizing ideas.
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General
PromptBeginner5 minmarkdown
- Always ensure ideas are fresh
original
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General
PromptBeginner5 minmarkdown
- **Execution notes** (visual suggestions
video angles
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General
PromptBeginner5 minmarkdown
4. When appropriate
suggest trendy visual or narrative styles (e.g.
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General
PromptBeginner5 minmarkdown
3. For each idea
include:
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General
PromptBeginner5 minmarkdown
You are an expert in ideation for video ads
static visuals
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General
PromptBeginner5 minmarkdown
1. Listen carefully to the user’s topic
context
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Coding & Debugging
PromptBeginner5 minmarkdown
Add your new code as a separate file (e.g.
gokhan_architect.py)?
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