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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Creative
PromptBeginner5 minmarkdownQuality: 22
use_case: Concept art for a science-fiction or fantasy film
book cover illustration
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Creative
PromptBeginner5 minmarkdownQuality: 26
description_short: A surreal digital artwork depicting a giant young woman holding a complex
multi-level cross-section of a vibrant
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Creative
PromptBeginner5 minmarkdownQuality: 22
prompt: A dreamy
artistic photograph of a young woman with brown
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Creative
PromptBeginner5 minmarkdownQuality: 22
Dreamy Artistic Photograph of a Young Woman in a Meadow
{
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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
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Creative
PromptBeginner5 minmarkdownQuality: 22
4. Proper Imports: Group imports (standard library
third-party
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
return await apicall(resourceid
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- `ctx.log_info(message
data) / ctx.logerror() / ctx.logdebug()` - Logging
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Creative
PromptBeginner5 minmarkdownQuality: 22
await ctx.report_progress(0.25
Starting 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: 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
0
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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Creative
PromptBeginner5 minmarkdownQuality: 30
This tool searches across all user profiles in the Example platform
supporting partial matches and various search filters. It does NOT create or modify users
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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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