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 19,402Categories: Data, Communication, Productivity, Coding & Debugging
Coding & Debugging
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- [ ] 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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Communication
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email: string
// Email address
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Communication
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description: `Search for users in the Example system by name
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Coding & Debugging
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│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
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Coding & Debugging
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- DO NOT use: Old deprecated APIs such as server.tool()
`server.setRequestHandler(ListToolsRequestSchema
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Productivity
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- The register* methods provide better type safety
automatic schema handling
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Productivity
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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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Coding & Debugging
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After understanding the API and tools
USE the MCP server tools:
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Communication
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- Email address
phone number
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Coding & Debugging
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- Store API keys in environment variables
never in code
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Data
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- Return pagination metadata: Include has_more
nextoffset/nextcursor
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Coding & Debugging
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- Python: {service}_mcp (e.g.
slack_mcp)
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Coding & Debugging
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Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
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Coding & Debugging
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- 🐍 Python Guide - Module organization
dependencies
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Coding & Debugging
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Review the service's API documentation to identify key endpoints
authentication requirements
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