Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
async def _make_api_request(endpoint: str
method: str = GET
0
Explore
Find agent skills by outcome
9,175 skills indexed with the new KISS metadata standard.
Showing 24 of 9,175Categories: Coding & Debugging
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
data = await api_request(limit=params.limit
offset=params.offset)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 30
This document provides Python-specific best practices and examples for implementing MCP servers using the MCP Python SDK. It covers server setup
tool registration patterns
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
* This server provides tools to interact with Example API
including user search
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
const data = await apiRequest(params.limit
params.offset);
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- **DO NOT use**: Old deprecated APIs such as `server.tool()`
`server.setRequestHandler(ListToolsRequestSchema
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 31
<question>Look for pull requests that modified files in the /api directory and were merged between January 1 and January 31
2024. How many different contributors worked on these PRs?</question>
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
After understanding the API and tools
USE the MCP server tools:
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Store API keys in environment variables
never in code
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- **Python**: `{service}_mcp` (e.g.
`slack_mcp`)
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Review the service's API documentation to identify key endpoints
authentication requirements
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- **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
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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 minmarkdownQuality: 26
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
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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).
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
python
Would you like me to:
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Add your new code as a separate file (e.g.
gokhan_architect.py)?
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
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 minmarkdownQuality: 22
Master Prompt Architect & Context Engineer
---
0