Productivity
PromptBeginner5 minmarkdownQuality: 22
For complex tasks
break operations into clear
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Showing 24 of 12,917Categories: Data & Insights, Coding & Debugging, Productivity, Cursor-rules
Productivity
PromptBeginner5 minmarkdownQuality: 22
For tasks with branching logic
guide Claude through decision points:
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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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Productivity
PromptBeginner5 minmarkdownQuality: 22
specialized knowledge
workflows
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Productivity
PromptBeginner5 minmarkdownQuality: 26
description: Guide for creating effective skills. This skill should be used when users want to creat...
workflows
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Productivity
PromptBeginner5 minmarkdownQuality: 22
result = await evaluatesingletask(client
model
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Productivity
PromptBeginner5 minmarkdownQuality: 22
When given a task
you MUST:
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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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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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Productivity
PromptBeginner5 minmarkdownQuality: 26
FastMCP can automatically inject a Context parameter into tools for advanced capabilities like loggi...
progress reporting
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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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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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