Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Domain Focus: Primarily software development
system architecture
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Use cases: Database schemas
API documentation
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Medium freedom (pseudocode or scripts with parameters): Use when a preferred pattern exists
some variation is acceptable
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- `ctx.log_info(message
data) / ctx.logerror() / ctx.logdebug()` - Logging
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
return await apicall(resourceid
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
async def makeapi_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
This server provides tools to interact with Example API
including user search
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
async def makeapi_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
data = await api_request(limit=params.limit
offset=params.offset)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 30
This document provides Python-specific best practices and examples for implementing MCP servers usin...
tool registration patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
* This server provides tools to interact with Example API
including user search
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
const data = await apiRequest(params.limit
params.offset);
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- DO NOT use: Old deprecated APIs such as server.tool()
`server.setRequestHandler(ListToolsRequestSchema
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 31
Look for pull requests that modified files in the /api directory and were merged between January 1 a...
2024. How many different contributors worked on these PRs?
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
After understanding the API and tools
USE the MCP server tools:
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Research & Learning
PromptBeginner5 minmarkdownQuality: 30
- Example: if finding a paper name
be SPECIFIC enough so answer is not confused with papers published later
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Store API keys in environment variables
never in code
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Python: {service}_mcp (e.g.
slack_mcp)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- 🐍 Python Guide - Module organization
dependencies
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