Coding & Debugging
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This document provides Python-specific best practices and examples for implementing MCP servers usin...
tool registration patterns
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Showing 24 of 22,466Categories: Writing & Content, Coding & Debugging, Productivity, Data
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Data
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Expose data as resources for efficient
URI-based access:
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Coding & Debugging
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* This server provides tools to interact with Example API
including user search
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Data
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* project management
and data export capabilities.
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Data
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const truncatedData = data.slice(0
Math.max(1
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Coding & Debugging
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const data = await apiRequest(params.limit
params.offset);
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Data
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- Return complete
structured data suitable for programmatic processing
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
textContent = JSON.stringify(output
null
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
content: [{ type: text
text: textContent }]
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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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Productivity
PromptBeginner5 minmarkdownQuality: 22
- The register* methods provide better type safety
automatic schema handling
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
content: [{ type: text
text: JSON.stringify(output) }]
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Productivity
PromptBeginner5 minmarkdownQuality: 26
2. Load each task instruction and in parallel using the MCP server and tools
identify the correct answer by attempting to solve the task YOURSELF
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Productivity
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Remember to parallelize solving tasks to avoid running out of context
then accumulate all answers and make changes to the file at the end.
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Coding & Debugging
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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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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
After inspecting the content
create 10 human-readable questions:
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Goal: identify specific content (e.g.
users
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
After understanding the API and tools
USE the MCP server tools:
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
- Look at old content (e.g.
conversations that have ended
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Writing & Content
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return { content: [{ type: text
text: result }] };
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Store API keys in environment variables
never in code
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Data
PromptBeginner5 minmarkdownQuality: 22
- Return pagination metadata: Include has_more
nextoffset/nextcursor
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